1. Hypothyroidism (Exclusion of Afirmative Responses: YES = 1).
2. Hyperthyroidism (Exclusion of Afirmative Responses: YES = 1).
3. Using birth control pills, progesterone, or fertility drugs (Exclusion of Afirmative Responses: YES = 1).
4. Menstrual Regular cycles (Exclusion of Negative Responses: NO = 0 ).
5. ASR DSM-Depresive problems (Exclusion of T Scores > 65)
6. ASR DSM-Anxiety problems (Exclusion of T Scores > 65)
7. ASR DSM-Somatic problems (Exclusion of T Scores > 65)
8. ASR DSM- Avoidant personality problems (Exclusion of T Scores > 65)
9. ASR DSM Attention deficit and hyperactivity problems (Exclusion of T Scores > 65)
10. ASR DSM Antisocial personality problems (Exclusion of T Scores > 65)
11. Presence of panic disorders at some time in life (Exclusion of responses:1=Yes)
12. Presence of agoraphobia disorder at some point in life (Exclusion of responses:1=Yes)
13. Alcohol consumption above 0.05 using breath analyzer (Exclusion of responses = TRUE).
14. Alcohol consumption above 0.08 using a breath analyzer (Exclusion of responses = TRUE).
15. Cocaine consumption (Exclusion of responses = TRUE).
16. THC consumption (Exclusion of responses = TRUE)
17. Opioids consumption (Exclusion of responses = TRUE).
18. Amphetamine consumption (Exclusion of responses = TRUE).
19. Methamphetamine consumption (Exclusion of responses = TRUE).
20. Oxycontin consumption (Exclusion of responses = TRUE).
21. SSAGA DSM-IV Alcohol abuse at some point in life (Exclusion of responses: 5=YES).
22. Fagerstrom Test nicotine dependence (Exclusion of Scores >= 6)
23. Acquired Freesurfer measures
24. Subjects with brain structural abnormalities (coded A-B) found in the HCP Quality Control process.
For more information related to brain structural abnormalities, see the QC Issues wiki: A= Focal anatomical anomaly (e.g. calcification, cavernoma, cyst, etc.) found in T1w and/or T2w scans in a restricted brain region; B= Focal segmentation or surface error(s) in outputs from the HCP Structural pipeline
data_connectome_filtered <- data_connectome_complete %>% dplyr::filter(
is.na(Hypothyroidism)|Hypothyroidism!=1,
is.na(Hyperthyroidism)|Hyperthyroidism!=1,
is.na(OtherEndocrn_Prob)|OtherEndocrn_Prob!=1,
is.na(Menstrual_UsingBirthControl)|Menstrual_UsingBirthControl !=1,
is.na(Menstrual_RegCycles)|Menstrual_RegCycles !=0,
is.na(DSM_Depr_T)|DSM_Depr_T<=69,
is.na(DSM_Anxi_T)|DSM_Anxi_T<=69,
is.na(DSM_Somp_T)|DSM_Somp_T<=69,
is.na(DSM_Avoid_T)|DSM_Avoid_T<=69,
is.na(DSM_Adh_T)|DSM_Adh_T<=69,
is.na(DSM_Antis_T)|DSM_Antis_T<=69,
is.na(SSAGA_PanicDisorder)|SSAGA_PanicDisorder !=1,
is.na(SSAGA_Agoraphobia)|SSAGA_Agoraphobia !=5,
is.na(Breathalyzer_Over_05)|Breathalyzer_Over_05 == "FALSE",
is.na(Breathalyzer_Over_08)|Breathalyzer_Over_08 == "FALSE",
is.na(Cocaine)|Cocaine == "FALSE",
is.na(THC)|THC == "FALSE",
is.na(Opiates)|Opiates == "FALSE",
is.na(Amphetamines)|Amphetamines == "FALSE",
is.na(MethAmphetamine)|MethAmphetamine == "FALSE",
is.na(Oxycontin)|Oxycontin == "FALSE",
is.na(SSAGA_Alc_D4_Ab_Dx)|SSAGA_Alc_D4_Ab_Dx == 1,
is.na(SSAGA_FTND_Score)|SSAGA_FTND_Score >= 6,
FS_IntraCranial_Vol >0,
is.na(QC_Issue)|QC_Issue %in% c("C", "C D", "C D E")
)
data_connectome_filtered_racial_identity <- data_connectome_filtered %>% filter(Racial_identity %in% c("Black or African Am.", "White"),Ethnicity %in% c("Not Hispanic/Latino", "Unknown or Not Reported"))
##SSAGA_income = Total household income: <$10,000 = 1,10K-19,999 = 2, 20K-29,999 = 3,30K-39,999 = 4, 40K-49,999 = 5, 50K-74,999 = 6, 75K-99,999 = 7, >=100,000 = 8
data_connectome_filtered_racial_identity$Racial_identity <- factor(data_connectome_filtered_race_factor$Racial_identity, levels = c("White","Black or African Am."),labels = c("0","1"))
data_connectome_filtered_racial_identity$Gender <-factor(data_connectome_filtered_race_factor$Gender, levels = c("M","F"),labels = c("0","1"))
data_connectome_filtered_racial_identityr$Gender <-factor(data_connectome_filtered_race_factor$Gender, levels = c("0","1"),labels = c("M","F"))
data_connectome_filtered_racial_identity$Racial_identity <- factor(data_connectome_filtered_race_factor$Racial_identity, levels = c("0","1"),labels = c("White","Black or African Am."))
data_connectome_filtered_racial_identity$SSAGA_Income <- factor(data_connectome_filtered_race_factor$SSAGA_Income, levels = c("1","2","3","4","5","6","7","8"),labels = c("<$10000","10K-19999","20K-29999","30K-39999","40K-49999", "50K-74999","75K-99999", ">=100000"))
## There was an error in 'add_p()/add_difference()' for variable 'SSAGA_Income', p-value omitted:
## Error in stats::fisher.test(structure(c(4L, 3L, 7L, 3L, 3L, 8L, 8L, 7L, : FEXACT error 7(location). LDSTP=18600 is too small for this problem,
## (pastp=44.8263, ipn_0:=ipoin[itp=28]=1593, stp[ipn_0]=50.378).
## Increase workspace or consider using 'simulate.p.value=TRUE'
| N | Racial Identity | p-value2 | ||
|---|---|---|---|---|
| White, N = 2661 | Black or African Am., N = 471 | |||
| Age (y) | 313 | 28.92 (3.59) | 29.11 (3.65) | 0.749 |
| Sex | 313 | 0.060 | ||
| M | 147 (55%) | 19 (40%) | ||
| F | 119 (45%) | 28 (60%) | ||
| Education(y) | 311 | 15.35 (1.60) | 14.55 (1.98) | 0.011 |
| Unknown | 2 | 0 | ||
| Economic Income | 310 | |||
| <$10000 | 8 (3.0%) | 7 (15%) | ||
| 10K-19999 | 16 (6.1%) | 9 (19%) | ||
| 20K-29999 | 26 (9.9%) | 8 (17%) | ||
| 30K-39999 | 29 (11%) | 8 (17%) | ||
| 40K-49999 | 31 (12%) | 4 (8.5%) | ||
| 50K-74999 | 56 (21%) | 5 (11%) | ||
| 75K-99999 | 45 (17%) | 0 (0%) | ||
| >=100000 | 52 (20%) | 6 (13%) | ||
| Unknown | 3 | 0 | ||
|
1
Mean (SD); n (%)
2
Welch Two Sample t-test; Pearson's Chi-squared test
|
||||
volumetry_data_connectome_filtered <- data_connectome_filtered_racial_identity %>% select(c(## Colums numbers of volumetric measures))
# FS_IntraCranial_Vol = Free Surfer intracraneal volume measures
volumetry_data_connectome_filtered_normalized_icv <- volumetry_data_connectome_filtered %>% lapply(function(x) x/volumetry_data_connectome_filtered$FS_IntraCranial_Vol) %>% as.data.frame() %>% select(-1)
# Filtered database binding with normalized brain volumetric data
data_connectome_filtered_with_volumetry_normalized_icv <- cbind(data_connectome_filtered_racial_identity,volumetry_data_connectome_filtered_normalized_icv)
# permutational_ancova_volumetry_corrected_intracraneal[,c("columns with volumetric data")]
set.seed(1234)
modpermut_volumetry_corrected_intracraneal_adjage_gender_educ_income <- lapply(permutational_ancova_volumetry_corrected_intracraneal[,c(6:17,24:62)], function(x) aovp(x ~ permutational_ancova_volumetry_corrected_intracraneal$Racial_identity+ permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs + permutational_ancova_volumetry_corrected_intracraneal$Gender + permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ+ permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income))## [1] "Settings: unique SS : numeric variables centered"
## [1] "Settings: unique SS : numeric variables centered"
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## [1] "Settings: unique SS : numeric variables centered"
## [1] "Settings: unique SS : numeric variables centered"
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## [1] "Settings: unique SS : numeric variables centered"
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## [1] "Settings: unique SS : numeric variables centered"
## [1] "Settings: unique SS : numeric variables centered"
## [1] "Settings: unique SS : numeric variables centered"
## [1] "Settings: unique SS : numeric variables centered"
## [1] "Settings: unique SS : numeric variables centered"
## [1] "Settings: unique SS : numeric variables centered"
## [1] "Settings: unique SS : numeric variables centered"
## [1] "Settings: unique SS : numeric variables centered"
## [1] "Settings: unique SS : numeric variables centered"
## [1] "Settings: unique SS : numeric variables centered"
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## [1] "Settings: unique SS : numeric variables centered"
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## [1] "Settings: unique SS : numeric variables centered"
## [1] "Settings: unique SS : numeric variables centered"
## [1] "Settings: unique SS : numeric variables centered"
## [1] "Settings: unique SS : numeric variables centered"
## [1] "Settings: unique SS : numeric variables centered"
## [1] "Settings: unique SS : numeric variables centered"
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## [1] "Settings: unique SS : numeric variables centered"
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## [1] "Settings: unique SS : numeric variables centered"
## [1] "Settings: unique SS : numeric variables centered"
## [1] "Settings: unique SS : numeric variables centered"
## Component 1 :
## Df
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 1
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 1
## permutational_ancova_volumetry_corrected_intracraneal$Gender 1
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 1
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 7
## Residuals 298
## R Sum Sq
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 0.01556
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 0.00007
## permutational_ancova_volumetry_corrected_intracraneal$Gender 0.01847
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 0.00089
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 0.00774
## Residuals 0.57872
## R Mean Sq
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 0.0155625
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 0.0000731
## permutational_ancova_volumetry_corrected_intracraneal$Gender 0.0184657
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 0.0008877
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 0.0011057
## Residuals 0.0019420
## Iter
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 5000
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 61
## permutational_ancova_volumetry_corrected_intracraneal$Gender 5000
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 51
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 434
## Residuals
## Pr(Prob)
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 0.0100
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 0.6230
## permutational_ancova_volumetry_corrected_intracraneal$Gender <2e-16
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 1.0000
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 0.7212
## Residuals
##
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity **
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs
## permutational_ancova_volumetry_corrected_intracraneal$Gender ***
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 1
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 1
## permutational_ancova_volumetry_corrected_intracraneal$Gender 1
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 1
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 7
## Residuals 298
## R Sum Sq
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 0.01429
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 0.00000
## permutational_ancova_volumetry_corrected_intracraneal$Gender 0.02139
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 0.00071
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 0.00973
## Residuals 0.59391
## R Mean Sq
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 0.0142874
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 0.0000018
## permutational_ancova_volumetry_corrected_intracraneal$Gender 0.0213851
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 0.0007066
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 0.0013896
## Residuals 0.0019930
## Iter
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 5000
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 51
## permutational_ancova_volumetry_corrected_intracraneal$Gender 5000
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 51
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 466
## Residuals
## Pr(Prob)
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 0.0140
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 1.0000
## permutational_ancova_volumetry_corrected_intracraneal$Gender <2e-16
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 0.9216
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 0.9206
## Residuals
##
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity *
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs
## permutational_ancova_volumetry_corrected_intracraneal$Gender ***
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 1
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 1
## permutational_ancova_volumetry_corrected_intracraneal$Gender 1
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 1
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 7
## Residuals 298
## R Sum Sq
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 0.01417
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 0.00000
## permutational_ancova_volumetry_corrected_intracraneal$Gender 0.02108
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 0.00070
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 0.00962
## Residuals 0.59227
## R Mean Sq
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 0.0141655
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 0.0000038
## permutational_ancova_volumetry_corrected_intracraneal$Gender 0.0210794
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 0.0006973
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 0.0013738
## Residuals 0.0019875
## Iter
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 5000
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 51
## permutational_ancova_volumetry_corrected_intracraneal$Gender 5000
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 134
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 1574
## Residuals
## Pr(Prob)
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 0.0044
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 1.0000
## permutational_ancova_volumetry_corrected_intracraneal$Gender <2e-16
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 0.4328
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 0.6410
## Residuals
##
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity **
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs
## permutational_ancova_volumetry_corrected_intracraneal$Gender ***
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 1
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 1
## permutational_ancova_volumetry_corrected_intracraneal$Gender 1
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 1
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 7
## Residuals 298
## R Sum Sq
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 0.000213
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 0.000749
## permutational_ancova_volumetry_corrected_intracraneal$Gender 0.002385
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 0.000084
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 0.000654
## Residuals 0.033797
## R Mean Sq
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 0.00021294
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 0.00074915
## permutational_ancova_volumetry_corrected_intracraneal$Gender 0.00238470
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 0.00008390
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 0.00009345
## Residuals 0.00011341
## Iter
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 611
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 5000
## permutational_ancova_volumetry_corrected_intracraneal$Gender 5000
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 297
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 4669
## Residuals
## Pr(Prob)
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 0.1408
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 0.0014
## permutational_ancova_volumetry_corrected_intracraneal$Gender <2e-16
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 0.2525
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 0.5539
## Residuals
##
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs **
## permutational_ancova_volumetry_corrected_intracraneal$Gender ***
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 1
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 1
## permutational_ancova_volumetry_corrected_intracraneal$Gender 1
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 1
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 7
## Residuals 298
## R Sum Sq
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 0.000208
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 0.000698
## permutational_ancova_volumetry_corrected_intracraneal$Gender 0.002176
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 0.000075
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 0.000645
## Residuals 0.036250
## R Mean Sq
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 0.00020787
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 0.00069776
## permutational_ancova_volumetry_corrected_intracraneal$Gender 0.00217561
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 0.00007498
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 0.00009209
## Residuals 0.00012165
## Iter
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 51
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 4278
## permutational_ancova_volumetry_corrected_intracraneal$Gender 5000
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 51
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 2054
## Residuals
## Pr(Prob)
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 1.00000
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 0.02291
## permutational_ancova_volumetry_corrected_intracraneal$Gender < 2e-16
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 1.00000
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 0.65871
## Residuals
##
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs *
## permutational_ancova_volumetry_corrected_intracraneal$Gender ***
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 1
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 1
## permutational_ancova_volumetry_corrected_intracraneal$Gender 1
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 1
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 7
## Residuals 298
## R Sum Sq
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 0.000842
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 0.002893
## permutational_ancova_volumetry_corrected_intracraneal$Gender 0.009116
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 0.000318
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 0.002569
## Residuals 0.139133
## R Mean Sq
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 0.0008416
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 0.0028929
## permutational_ancova_volumetry_corrected_intracraneal$Gender 0.0091158
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 0.0003175
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 0.0003670
## Residuals 0.0004669
## Iter
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 51
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 3629
## permutational_ancova_volumetry_corrected_intracraneal$Gender 5000
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 496
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 3102
## Residuals
## Pr(Prob)
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 1.0000
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 0.0270
## permutational_ancova_volumetry_corrected_intracraneal$Gender <2e-16
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 0.1694
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 0.6090
## Residuals
##
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs *
## permutational_ancova_volumetry_corrected_intracraneal$Gender ***
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 1
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 1
## permutational_ancova_volumetry_corrected_intracraneal$Gender 1
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 1
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 7
## Residuals 298
## R Sum Sq
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 0.001865
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 0.003635
## permutational_ancova_volumetry_corrected_intracraneal$Gender 0.016752
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 0.000542
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 0.004393
## Residuals 0.213537
## R Mean Sq
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 0.0018650
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 0.0036354
## permutational_ancova_volumetry_corrected_intracraneal$Gender 0.0167519
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 0.0005424
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 0.0006276
## Residuals 0.0007166
## Iter
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 1462
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 5000
## permutational_ancova_volumetry_corrected_intracraneal$Gender 5000
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 51
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 216
## Residuals
## Pr(Prob)
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 0.0643
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 0.0172
## permutational_ancova_volumetry_corrected_intracraneal$Gender <2e-16
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 0.7451
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 1.0000
## Residuals
##
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity .
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs *
## permutational_ancova_volumetry_corrected_intracraneal$Gender ***
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
```
## Component 1 :
## Df
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 1
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 1
## permutational_ancova_volumetry_corrected_intracraneal$Gender 1
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 1
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 7
## Residuals 298
## R Sum Sq
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 0.00014690
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 0.00000275
## permutational_ancova_volumetry_corrected_intracraneal$Gender 0.00030692
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 0.00000020
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 0.00001758
## Residuals 0.00255879
## R Mean Sq
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 1.4690e-04
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 2.7480e-06
## permutational_ancova_volumetry_corrected_intracraneal$Gender 3.0692e-04
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 1.9800e-07
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 2.5120e-06
## Residuals 8.5870e-06
## Iter
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 5000
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 51
## permutational_ancova_volumetry_corrected_intracraneal$Gender 5000
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 51
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 559
## Residuals
## Pr(Prob)
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity <2e-16
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 1.0000
## permutational_ancova_volumetry_corrected_intracraneal$Gender <2e-16
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 0.8627
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 0.7979
## Residuals
##
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity ***
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs
## permutational_ancova_volumetry_corrected_intracraneal$Gender ***
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 1
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 1
## permutational_ancova_volumetry_corrected_intracraneal$Gender 1
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 1
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 7
## Residuals 298
## R Sum Sq
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 0.01275
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 0.00023
## permutational_ancova_volumetry_corrected_intracraneal$Gender 0.01342
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 0.00053
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 0.00634
## Residuals 0.49063
## R Mean Sq
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 0.0127533
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 0.0002260
## permutational_ancova_volumetry_corrected_intracraneal$Gender 0.0134240
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 0.0005259
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 0.0009057
## Residuals 0.0016464
## Iter
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 5000
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 196
## permutational_ancova_volumetry_corrected_intracraneal$Gender 5000
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 51
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 1691
## Residuals
## Pr(Prob)
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity <2e-16
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 0.3418
## permutational_ancova_volumetry_corrected_intracraneal$Gender 0.0060
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 1.0000
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 0.9308
## Residuals
##
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity ***
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs
## permutational_ancova_volumetry_corrected_intracraneal$Gender **
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 1
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 1
## permutational_ancova_volumetry_corrected_intracraneal$Gender 1
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 1
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 7
## Residuals 298
## R Sum Sq
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 0.001045
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 0.000940
## permutational_ancova_volumetry_corrected_intracraneal$Gender 0.000033
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 0.000000
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 0.000578
## Residuals 0.034741
## R Mean Sq
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 0.00104470
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 0.00093963
## permutational_ancova_volumetry_corrected_intracraneal$Gender 0.00003269
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 0.00000049
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 0.00008255
## Residuals 0.00011658
## Iter
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 5000
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 5000
## permutational_ancova_volumetry_corrected_intracraneal$Gender 360
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 51
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 1013
## Residuals
## Pr(Prob)
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 0.0094
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 0.0042
## permutational_ancova_volumetry_corrected_intracraneal$Gender 0.2194
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 0.9412
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 0.5528
## Residuals
##
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity **
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs **
## permutational_ancova_volumetry_corrected_intracraneal$Gender
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 1
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 1
## permutational_ancova_volumetry_corrected_intracraneal$Gender 1
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 1
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 7
## Residuals 298
## R Sum Sq
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 0.001159
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 0.001062
## permutational_ancova_volumetry_corrected_intracraneal$Gender 0.000034
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 0.000002
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 0.000616
## Residuals 0.036254
## R Mean Sq
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 0.00115935
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 0.00106161
## permutational_ancova_volumetry_corrected_intracraneal$Gender 0.00003370
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 0.00000173
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 0.00008803
## Residuals 0.00012166
## Iter
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 5000
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 5000
## permutational_ancova_volumetry_corrected_intracraneal$Gender 53
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 51
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 1038
## Residuals
## Pr(Prob)
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 0.0018
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs <2e-16
## permutational_ancova_volumetry_corrected_intracraneal$Gender 0.6604
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 1.0000
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 0.7909
## Residuals
##
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity **
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs ***
## permutational_ancova_volumetry_corrected_intracraneal$Gender
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 1
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 1
## permutational_ancova_volumetry_corrected_intracraneal$Gender 1
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 1
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 7
## Residuals 298
## R Sum Sq
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 0.004405
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 0.003999
## permutational_ancova_volumetry_corrected_intracraneal$Gender 0.000133
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 0.000004
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 0.002383
## Residuals 0.141449
## R Mean Sq
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 0.0044050
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 0.0039988
## permutational_ancova_volumetry_corrected_intracraneal$Gender 0.0001328
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 0.0000040
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 0.0003405
## Residuals 0.0004747
## Iter
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 5000
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 5000
## permutational_ancova_volumetry_corrected_intracraneal$Gender 51
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 51
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 935
## Residuals
## Pr(Prob)
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity <2e-16
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs <2e-16
## permutational_ancova_volumetry_corrected_intracraneal$Gender 1.0000
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 1.0000
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 0.5433
## Residuals
##
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity ***
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs ***
## permutational_ancova_volumetry_corrected_intracraneal$Gender
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 1
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 1
## permutational_ancova_volumetry_corrected_intracraneal$Gender 1
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 1
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 7
## Residuals 298
## R Sum Sq
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 0.00000323
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 0.00001138
## permutational_ancova_volumetry_corrected_intracraneal$Gender 0.00003116
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 0.00000002
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 0.00004874
## Residuals 0.00136247
## R Mean Sq
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 3.2275e-06
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 1.1382e-05
## permutational_ancova_volumetry_corrected_intracraneal$Gender 3.1158e-05
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 2.3300e-08
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 6.9627e-06
## Residuals 4.5720e-06
## Iter
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 51
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 687
## permutational_ancova_volumetry_corrected_intracraneal$Gender 5000
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 51
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 5000
## Residuals
## Pr(Prob)
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 1.0000
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 0.1281
## permutational_ancova_volumetry_corrected_intracraneal$Gender 0.0160
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 1.0000
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 0.2028
## Residuals
##
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs
## permutational_ancova_volumetry_corrected_intracraneal$Gender *
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 1
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 1
## permutational_ancova_volumetry_corrected_intracraneal$Gender 1
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 1
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 7
## Residuals 298
## R Sum Sq
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 1.0000e-11
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 2.8700e-09
## permutational_ancova_volumetry_corrected_intracraneal$Gender 2.2400e-09
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 3.6800e-09
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 3.0790e-08
## Residuals 1.7459e-06
## R Mean Sq
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 5.6000e-12
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 2.8662e-09
## permutational_ancova_volumetry_corrected_intracraneal$Gender 2.2420e-09
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 3.6777e-09
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 4.3981e-09
## Residuals 5.8586e-09
## Iter
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 51
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 51
## permutational_ancova_volumetry_corrected_intracraneal$Gender 51
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 51
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 549
## Residuals
## Pr(Prob)
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 1.0000
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 1.0000
## permutational_ancova_volumetry_corrected_intracraneal$Gender 1.0000
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 1.0000
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 0.4226
## Residuals
## Component 1 :
## Df
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 1
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 1
## permutational_ancova_volumetry_corrected_intracraneal$Gender 1
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 1
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 7
## Residuals 298
## R Sum Sq
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 0.00002495
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 0.00000029
## permutational_ancova_volumetry_corrected_intracraneal$Gender 0.00000913
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 0.00000000
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 0.00000618
## Residuals 0.00037636
## R Mean Sq
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 2.4950e-05
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 2.8780e-07
## permutational_ancova_volumetry_corrected_intracraneal$Gender 9.1349e-06
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 2.0000e-10
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 8.8270e-07
## Residuals 1.2629e-06
## Iter
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 5000
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 51
## permutational_ancova_volumetry_corrected_intracraneal$Gender 5000
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 51
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 723
## Residuals
## Pr(Prob)
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity <2e-16
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 1.0000
## permutational_ancova_volumetry_corrected_intracraneal$Gender 0.0050
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 1.0000
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 0.6846
## Residuals
##
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity ***
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs
## permutational_ancova_volumetry_corrected_intracraneal$Gender **
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 1
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 1
## permutational_ancova_volumetry_corrected_intracraneal$Gender 1
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 1
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 7
## Residuals 298
## R Sum Sq
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 0.00000000
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 0.00000520
## permutational_ancova_volumetry_corrected_intracraneal$Gender 0.00006683
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 0.00000759
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 0.00012940
## Residuals 0.00311451
## R Mean Sq
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 1.0000e-09
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 5.2040e-06
## permutational_ancova_volumetry_corrected_intracraneal$Gender 6.6830e-05
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 7.5870e-06
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 1.8486e-05
## Residuals 1.0451e-05
## Iter
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 51
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 51
## permutational_ancova_volumetry_corrected_intracraneal$Gender 3555
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 346
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 2737
## Residuals
## Pr(Prob)
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 1.00000
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 1.00000
## permutational_ancova_volumetry_corrected_intracraneal$Gender 0.02757
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 0.22543
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 0.03544
## Residuals
##
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs
## permutational_ancova_volumetry_corrected_intracraneal$Gender *
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income *
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 1
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 1
## permutational_ancova_volumetry_corrected_intracraneal$Gender 1
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 1
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 7
## Residuals 298
## R Sum Sq
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 3.9770e-06
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 1.5000e-08
## permutational_ancova_volumetry_corrected_intracraneal$Gender 6.4150e-06
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 1.4100e-07
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 2.3600e-07
## Residuals 7.5693e-05
## R Mean Sq
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 3.9769e-06
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 1.4500e-08
## permutational_ancova_volumetry_corrected_intracraneal$Gender 6.4155e-06
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 1.4070e-07
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 3.3700e-08
## Residuals 2.5400e-07
## Iter
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 5000
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 51
## permutational_ancova_volumetry_corrected_intracraneal$Gender 5000
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 51
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 95
## Residuals
## Pr(Prob)
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 0.0006
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 1.0000
## permutational_ancova_volumetry_corrected_intracraneal$Gender <2e-16
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 0.9216
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 1.0000
## Residuals
##
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity ***
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs
## permutational_ancova_volumetry_corrected_intracraneal$Gender ***
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 1
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 1
## permutational_ancova_volumetry_corrected_intracraneal$Gender 1
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 1
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 7
## Residuals 298
## R Sum Sq
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 7.1880e-07
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 2.6200e-08
## permutational_ancova_volumetry_corrected_intracraneal$Gender 2.6838e-06
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 1.8500e-08
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 1.3920e-07
## Residuals 1.9668e-05
## R Mean Sq
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 7.1882e-07
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 2.6150e-08
## permutational_ancova_volumetry_corrected_intracraneal$Gender 2.6838e-06
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 1.8550e-08
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 1.9880e-08
## Residuals 6.6000e-08
## Iter
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 5000
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 85
## permutational_ancova_volumetry_corrected_intracraneal$Gender 5000
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 56
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 153
## Residuals
## Pr(Prob)
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity <2e-16
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 0.5412
## permutational_ancova_volumetry_corrected_intracraneal$Gender <2e-16
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 0.6429
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 0.9216
## Residuals
##
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity ***
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs
## permutational_ancova_volumetry_corrected_intracraneal$Gender ***
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 1
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 1
## permutational_ancova_volumetry_corrected_intracraneal$Gender 1
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 1
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 7
## Residuals 298
## R Sum Sq
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 7.7100e-07
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 1.3300e-07
## permutational_ancova_volumetry_corrected_intracraneal$Gender 1.7130e-06
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 3.6500e-07
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 9.1300e-07
## Residuals 6.7128e-05
## R Mean Sq
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 7.7135e-07
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 1.3300e-07
## permutational_ancova_volumetry_corrected_intracraneal$Gender 1.7127e-06
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 3.6495e-07
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 1.3043e-07
## Residuals 2.2526e-07
## Iter
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 5000
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 51
## permutational_ancova_volumetry_corrected_intracraneal$Gender 3555
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 851
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 262
## Residuals
## Pr(Prob)
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 0.01600
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 1.00000
## permutational_ancova_volumetry_corrected_intracraneal$Gender 0.02757
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 0.10576
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 0.93511
## Residuals
##
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity *
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs
## permutational_ancova_volumetry_corrected_intracraneal$Gender *
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 1
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 1
## permutational_ancova_volumetry_corrected_intracraneal$Gender 1
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 1
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 7
## Residuals 298
## R Sum Sq
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 1.939e-07
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 3.200e-09
## permutational_ancova_volumetry_corrected_intracraneal$Gender 4.630e-08
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 2.600e-09
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 6.600e-08
## Residuals 6.210e-06
## R Mean Sq
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 1.9386e-07
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 3.1870e-09
## permutational_ancova_volumetry_corrected_intracraneal$Gender 4.6253e-08
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 2.5670e-09
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 9.4250e-09
## Residuals 2.0839e-08
## Iter
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 371
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 51
## permutational_ancova_volumetry_corrected_intracraneal$Gender 129
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 51
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 58
## Residuals
## Pr(Prob)
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 0.2129
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 1.0000
## permutational_ancova_volumetry_corrected_intracraneal$Gender 0.4419
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 1.0000
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 1.0000
## Residuals
## Component 1 :
## Df
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 1
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 1
## permutational_ancova_volumetry_corrected_intracraneal$Gender 1
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 1
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 7
## Residuals 298
## R Sum Sq
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 9.1000e-09
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 5.2000e-09
## permutational_ancova_volumetry_corrected_intracraneal$Gender 8.7600e-08
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 8.0000e-10
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 3.4300e-08
## Residuals 5.2045e-06
## R Mean Sq
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 9.1030e-09
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 5.1650e-09
## permutational_ancova_volumetry_corrected_intracraneal$Gender 8.7568e-08
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 7.9100e-10
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 4.9050e-09
## Residuals 1.7465e-08
## Iter
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 51
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 51
## permutational_ancova_volumetry_corrected_intracraneal$Gender 51
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 51
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 115
## Residuals
## Pr(Prob)
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 1.0000
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 1.0000
## permutational_ancova_volumetry_corrected_intracraneal$Gender 0.8627
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 1.0000
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 0.8522
## Residuals
## Component 1 :
## Df
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 1
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 1
## permutational_ancova_volumetry_corrected_intracraneal$Gender 1
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 1
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 7
## Residuals 298
## R Sum Sq
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 8.0000e-09
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 3.6000e-08
## permutational_ancova_volumetry_corrected_intracraneal$Gender 3.9200e-07
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 1.0000e-09
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 1.0430e-06
## Residuals 3.2603e-05
## R Mean Sq
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 8.1800e-09
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 3.5830e-08
## permutational_ancova_volumetry_corrected_intracraneal$Gender 3.9169e-07
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 6.3000e-10
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 1.4894e-07
## Residuals 1.0940e-07
## Iter
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 51
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 227
## permutational_ancova_volumetry_corrected_intracraneal$Gender 294
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 51
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 5000
## Residuals
## Pr(Prob)
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 1.0000
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 0.3084
## permutational_ancova_volumetry_corrected_intracraneal$Gender 0.2551
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 1.0000
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 0.2768
## Residuals
## Component 1 :
## Df
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 1
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 1
## permutational_ancova_volumetry_corrected_intracraneal$Gender 1
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 1
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 7
## Residuals 298
## R Sum Sq
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 1.3000e-12
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 1.6000e-11
## permutational_ancova_volumetry_corrected_intracraneal$Gender 2.2000e-12
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 6.0000e-13
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 3.0900e-11
## Residuals 3.4177e-09
## R Mean Sq
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 1.2639e-12
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 1.6000e-11
## permutational_ancova_volumetry_corrected_intracraneal$Gender 2.2239e-12
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 5.6800e-13
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 4.4072e-12
## Residuals 1.1469e-11
## Iter
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 51
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 51
## permutational_ancova_volumetry_corrected_intracraneal$Gender 51
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 51
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 51
## Residuals
## Pr(Prob)
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 1
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 1
## permutational_ancova_volumetry_corrected_intracraneal$Gender 1
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 1
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 1
## Residuals
## Component 1 :
## Df
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 1
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 1
## permutational_ancova_volumetry_corrected_intracraneal$Gender 1
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 1
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 7
## Residuals 298
## R Sum Sq
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 0.00002717
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 0.00000397
## permutational_ancova_volumetry_corrected_intracraneal$Gender 0.00003304
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 0.00000014
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 0.00000656
## Residuals 0.00067202
## R Mean Sq
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 2.7167e-05
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 3.9700e-06
## permutational_ancova_volumetry_corrected_intracraneal$Gender 3.3041e-05
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 1.3700e-07
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 9.3700e-07
## Residuals 2.2550e-06
## Iter
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 5000
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 630
## permutational_ancova_volumetry_corrected_intracraneal$Gender 5000
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 72
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 423
## Residuals
## Pr(Prob)
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity <2e-16
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 0.1381
## permutational_ancova_volumetry_corrected_intracraneal$Gender <2e-16
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 0.5833
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 1.0000
## Residuals
##
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity ***
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs
## permutational_ancova_volumetry_corrected_intracraneal$Gender ***
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 1
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 1
## permutational_ancova_volumetry_corrected_intracraneal$Gender 1
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 1
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 7
## Residuals 298
## R Sum Sq
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 1.4310e-07
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 2.1410e-07
## permutational_ancova_volumetry_corrected_intracraneal$Gender 1.5343e-06
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 1.8730e-07
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 5.4000e-07
## Residuals 2.0495e-05
## R Mean Sq
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 1.4311e-07
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 2.1413e-07
## permutational_ancova_volumetry_corrected_intracraneal$Gender 1.5343e-06
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 1.8734e-07
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 7.7140e-08
## Residuals 6.8780e-08
## Iter
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 428
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 1013
## permutational_ancova_volumetry_corrected_intracraneal$Gender 5000
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 1057
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 1413
## Residuals
## Pr(Prob)
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 0.19159
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 0.09082
## permutational_ancova_volumetry_corrected_intracraneal$Gender < 2e-16
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 0.08704
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 0.45223
## Residuals
##
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs .
## permutational_ancova_volumetry_corrected_intracraneal$Gender ***
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ .
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 1
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 1
## permutational_ancova_volumetry_corrected_intracraneal$Gender 1
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 1
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 7
## Residuals 298
## R Sum Sq
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 3.2800e-08
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 1.6800e-08
## permutational_ancova_volumetry_corrected_intracraneal$Gender 6.0000e-10
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 3.9000e-09
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 9.4500e-08
## Residuals 3.2657e-06
## R Mean Sq
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 3.2840e-08
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 1.6826e-08
## permutational_ancova_volumetry_corrected_intracraneal$Gender 5.8200e-10
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 3.9340e-09
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 1.3500e-08
## Residuals 1.0959e-08
## Iter
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 865
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 51
## permutational_ancova_volumetry_corrected_intracraneal$Gender 51
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 51
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 741
## Residuals
## Pr(Prob)
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 0.1040
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 0.9412
## permutational_ancova_volumetry_corrected_intracraneal$Gender 1.0000
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 1.0000
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 0.6748
## Residuals
## Component 1 :
## Df
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 1
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 1
## permutational_ancova_volumetry_corrected_intracraneal$Gender 1
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 1
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 7
## Residuals 298
## R Sum Sq
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 5.2400e-08
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 6.0000e-09
## permutational_ancova_volumetry_corrected_intracraneal$Gender 7.4000e-09
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 1.8500e-08
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 5.1200e-08
## Residuals 4.3625e-06
## R Mean Sq
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 5.2362e-08
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 5.9910e-09
## permutational_ancova_volumetry_corrected_intracraneal$Gender 7.4320e-09
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 1.8495e-08
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 7.3200e-09
## Residuals 1.4639e-08
## Iter
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 1737
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 51
## permutational_ancova_volumetry_corrected_intracraneal$Gender 51
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 51
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 51
## Residuals
## Pr(Prob)
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 0.05469
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 1.00000
## permutational_ancova_volumetry_corrected_intracraneal$Gender 1.00000
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 0.86275
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 1.00000
## Residuals
##
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity .
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs
## permutational_ancova_volumetry_corrected_intracraneal$Gender
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 1
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 1
## permutational_ancova_volumetry_corrected_intracraneal$Gender 1
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 1
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 7
## Residuals 298
## R Sum Sq
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 1.6750e-08
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 2.3800e-09
## permutational_ancova_volumetry_corrected_intracraneal$Gender 1.2640e-08
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 2.0840e-08
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 6.3200e-09
## Residuals 8.6855e-07
## R Mean Sq
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 1.6746e-08
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 2.3783e-09
## permutational_ancova_volumetry_corrected_intracraneal$Gender 1.2640e-08
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 2.0840e-08
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 9.0260e-10
## Residuals 2.9146e-09
## Iter
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 1593
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 51
## permutational_ancova_volumetry_corrected_intracraneal$Gender 212
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 503
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 51
## Residuals
## Pr(Prob)
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 0.05964
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 1.00000
## permutational_ancova_volumetry_corrected_intracraneal$Gender 0.32075
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 0.16700
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 1.00000
## Residuals
##
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity .
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs
## permutational_ancova_volumetry_corrected_intracraneal$Gender
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 1
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 1
## permutational_ancova_volumetry_corrected_intracraneal$Gender 1
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 1
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 7
## Residuals 298
## R Sum Sq
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 3.4450e-07
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 3.2900e-08
## permutational_ancova_volumetry_corrected_intracraneal$Gender 1.0949e-06
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 3.7200e-08
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 2.7190e-07
## Residuals 2.1768e-05
## R Mean Sq
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 3.4446e-07
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 3.2900e-08
## permutational_ancova_volumetry_corrected_intracraneal$Gender 1.0949e-06
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 3.7200e-08
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 3.8840e-08
## Residuals 7.3050e-08
## Iter
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 2642
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 51
## permutational_ancova_volumetry_corrected_intracraneal$Gender 5000
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 51
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 1843
## Residuals
## Pr(Prob)
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 0.03671
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 1.00000
## permutational_ancova_volumetry_corrected_intracraneal$Gender < 2e-16
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 1.00000
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 0.89474
## Residuals
##
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity *
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs
## permutational_ancova_volumetry_corrected_intracraneal$Gender ***
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 1
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 1
## permutational_ancova_volumetry_corrected_intracraneal$Gender 1
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 1
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 7
## Residuals 298
## R Sum Sq
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 4.0000e-12
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 1.1200e-10
## permutational_ancova_volumetry_corrected_intracraneal$Gender 4.9000e-11
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 1.2100e-10
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 2.6560e-09
## Residuals 2.3831e-07
## R Mean Sq
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 3.6700e-12
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 1.1158e-10
## permutational_ancova_volumetry_corrected_intracraneal$Gender 4.9040e-11
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 1.2071e-10
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 3.7947e-10
## Residuals 7.9970e-10
## Iter
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 51
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 51
## permutational_ancova_volumetry_corrected_intracraneal$Gender 51
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 51
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 51
## Residuals
## Pr(Prob)
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 1
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 1
## permutational_ancova_volumetry_corrected_intracraneal$Gender 1
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 1
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 1
## Residuals
## Component 1 :
## Df
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 1
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 1
## permutational_ancova_volumetry_corrected_intracraneal$Gender 1
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 1
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 7
## Residuals 298
## R Sum Sq
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 3.3780e-07
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 7.9000e-09
## permutational_ancova_volumetry_corrected_intracraneal$Gender 1.1000e-09
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 2.5000e-08
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 1.2540e-07
## Residuals 4.4403e-06
## R Mean Sq
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 3.3782e-07
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 7.9200e-09
## permutational_ancova_volumetry_corrected_intracraneal$Gender 1.1300e-09
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 2.5020e-08
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 1.7910e-08
## Residuals 1.4900e-08
## Iter
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 5000
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 51
## permutational_ancova_volumetry_corrected_intracraneal$Gender 51
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 51
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 2011
## Residuals
## Pr(Prob)
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity <2e-16
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 1.0000
## permutational_ancova_volumetry_corrected_intracraneal$Gender 1.0000
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 0.6667
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 0.2795
## Residuals
##
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity ***
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs
## permutational_ancova_volumetry_corrected_intracraneal$Gender
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 1
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 1
## permutational_ancova_volumetry_corrected_intracraneal$Gender 1
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 1
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 7
## Residuals 298
## R Sum Sq
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 0.00000331
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 0.00001078
## permutational_ancova_volumetry_corrected_intracraneal$Gender 0.00001119
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 0.00000736
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 0.00004093
## Residuals 0.00112621
## R Mean Sq
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 3.3095e-06
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 1.0777e-05
## permutational_ancova_volumetry_corrected_intracraneal$Gender 1.1192e-05
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 7.3562e-06
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 5.8467e-06
## Residuals 3.7792e-06
## Iter
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 436
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 51
## permutational_ancova_volumetry_corrected_intracraneal$Gender 440
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 1072
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 3869
## Residuals
## Pr(Prob)
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 0.18807
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 0.90196
## permutational_ancova_volumetry_corrected_intracraneal$Gender 0.18636
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 0.08582
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 0.16878
## Residuals
##
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs
## permutational_ancova_volumetry_corrected_intracraneal$Gender
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ .
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 1
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 1
## permutational_ancova_volumetry_corrected_intracraneal$Gender 1
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 1
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 7
## Residuals 298
## R Sum Sq
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 4.180e-09
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 2.350e-08
## permutational_ancova_volumetry_corrected_intracraneal$Gender 1.431e-08
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 4.540e-09
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 1.447e-08
## Residuals 2.061e-06
## R Mean Sq
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 4.1836e-09
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 2.3496e-08
## permutational_ancova_volumetry_corrected_intracraneal$Gender 1.4315e-08
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 4.5419e-09
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 2.0671e-09
## Residuals 6.9162e-09
## Iter
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 51
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 408
## permutational_ancova_volumetry_corrected_intracraneal$Gender 266
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 51
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 51
## Residuals
## Pr(Prob)
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 1.0000
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 0.1985
## permutational_ancova_volumetry_corrected_intracraneal$Gender 0.2744
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 1.0000
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 1.0000
## Residuals
## Component 1 :
## Df
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 1
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 1
## permutational_ancova_volumetry_corrected_intracraneal$Gender 1
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 1
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 7
## Residuals 298
## R Sum Sq
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 0.00002477
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 0.00000012
## permutational_ancova_volumetry_corrected_intracraneal$Gender 0.00000366
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 0.00000087
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 0.00001307
## Residuals 0.00039824
## R Mean Sq
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 2.4774e-05
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 1.2370e-07
## permutational_ancova_volumetry_corrected_intracraneal$Gender 3.6632e-06
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 8.6630e-07
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 1.8674e-06
## Residuals 1.3364e-06
## Iter
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 5000
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 51
## permutational_ancova_volumetry_corrected_intracraneal$Gender 3033
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 242
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 1767
## Residuals
## Pr(Prob)
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity < 2e-16
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 1.00000
## permutational_ancova_volumetry_corrected_intracraneal$Gender 0.03198
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 0.29339
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 0.16355
## Residuals
##
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity ***
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs
## permutational_ancova_volumetry_corrected_intracraneal$Gender *
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 1
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 1
## permutational_ancova_volumetry_corrected_intracraneal$Gender 1
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 1
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 7
## Residuals 298
## R Sum Sq
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 0.0000044
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 0.0000079
## permutational_ancova_volumetry_corrected_intracraneal$Gender 0.0000750
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 0.0000130
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 0.0001386
## Residuals 0.0034071
## R Mean Sq
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 4.4210e-06
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 7.8660e-06
## permutational_ancova_volumetry_corrected_intracraneal$Gender 7.5044e-05
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 1.2961e-05
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 1.9798e-05
## Residuals 1.1433e-05
## Iter
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 122
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 103
## permutational_ancova_volumetry_corrected_intracraneal$Gender 3754
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 51
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 1689
## Residuals
## Pr(Prob)
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 0.45082
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 0.49515
## permutational_ancova_volumetry_corrected_intracraneal$Gender 0.02611
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 1.00000
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 0.11604
## Residuals
##
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs
## permutational_ancova_volumetry_corrected_intracraneal$Gender *
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 1
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 1
## permutational_ancova_volumetry_corrected_intracraneal$Gender 1
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 1
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 7
## Residuals 298
## R Sum Sq
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 5.5380e-06
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 1.1000e-08
## permutational_ancova_volumetry_corrected_intracraneal$Gender 5.2960e-06
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 2.1000e-08
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 7.0000e-08
## Residuals 6.1117e-05
## R Mean Sq
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 5.5381e-06
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 1.0600e-08
## permutational_ancova_volumetry_corrected_intracraneal$Gender 5.2958e-06
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 2.0700e-08
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 9.9000e-09
## Residuals 2.0510e-07
## Iter
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 5000
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 51
## permutational_ancova_volumetry_corrected_intracraneal$Gender 5000
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 55
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 51
## Residuals
## Pr(Prob)
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity <2e-16
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 0.8039
## permutational_ancova_volumetry_corrected_intracraneal$Gender <2e-16
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 0.6545
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 1.0000
## Residuals
##
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity ***
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs
## permutational_ancova_volumetry_corrected_intracraneal$Gender ***
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 1
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 1
## permutational_ancova_volumetry_corrected_intracraneal$Gender 1
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 1
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 7
## Residuals 298
## R Sum Sq
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 8.5140e-07
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 4.9700e-08
## permutational_ancova_volumetry_corrected_intracraneal$Gender 2.6071e-06
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 3.9000e-09
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 2.6740e-07
## Residuals 2.0922e-05
## R Mean Sq
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 8.5144e-07
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 4.9690e-08
## permutational_ancova_volumetry_corrected_intracraneal$Gender 2.6072e-06
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 3.8800e-09
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 3.8210e-08
## Residuals 7.0210e-08
## Iter
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 5000
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 255
## permutational_ancova_volumetry_corrected_intracraneal$Gender 5000
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 51
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 893
## Residuals
## Pr(Prob)
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity <2e-16
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 0.2824
## permutational_ancova_volumetry_corrected_intracraneal$Gender <2e-16
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 1.0000
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 0.6193
## Residuals
##
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity ***
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs
## permutational_ancova_volumetry_corrected_intracraneal$Gender ***
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 1
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 1
## permutational_ancova_volumetry_corrected_intracraneal$Gender 1
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 1
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 7
## Residuals 298
## R Sum Sq
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 6.5900e-07
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 5.2600e-07
## permutational_ancova_volumetry_corrected_intracraneal$Gender 2.0240e-06
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 4.9000e-08
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 5.0700e-07
## Residuals 4.9044e-05
## R Mean Sq
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 6.5854e-07
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 5.2600e-07
## permutational_ancova_volumetry_corrected_intracraneal$Gender 2.0243e-06
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 4.9300e-08
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 7.2360e-08
## Residuals 1.6458e-07
## Iter
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 1113
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 660
## permutational_ancova_volumetry_corrected_intracraneal$Gender 5000
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 51
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 418
## Residuals
## Pr(Prob)
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 0.08266
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 0.13182
## permutational_ancova_volumetry_corrected_intracraneal$Gender < 2e-16
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 1.00000
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 0.70096
## Residuals
##
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity .
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs
## permutational_ancova_volumetry_corrected_intracraneal$Gender ***
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 1
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 1
## permutational_ancova_volumetry_corrected_intracraneal$Gender 1
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 1
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 7
## Residuals 298
## R Sum Sq
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 1.5760e-07
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 1.3000e-08
## permutational_ancova_volumetry_corrected_intracraneal$Gender 1.2610e-07
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 7.0000e-10
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 1.0730e-07
## Residuals 4.2953e-06
## R Mean Sq
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 1.5759e-07
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 1.3047e-08
## permutational_ancova_volumetry_corrected_intracraneal$Gender 1.2608e-07
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 6.6100e-10
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 1.5330e-08
## Residuals 1.4414e-08
## Iter
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 5000
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 136
## permutational_ancova_volumetry_corrected_intracraneal$Gender 5000
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 51
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 1899
## Residuals
## Pr(Prob)
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity <2e-16
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 0.4265
## permutational_ancova_volumetry_corrected_intracraneal$Gender 0.0028
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 1.0000
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 0.3992
## Residuals
##
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity ***
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs
## permutational_ancova_volumetry_corrected_intracraneal$Gender **
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 1
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 1
## permutational_ancova_volumetry_corrected_intracraneal$Gender 1
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 1
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 7
## Residuals 298
## R Sum Sq
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 5.2490e-07
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 1.2170e-07
## permutational_ancova_volumetry_corrected_intracraneal$Gender 1.6628e-06
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 2.4400e-08
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 6.7700e-08
## Residuals 1.8037e-05
## R Mean Sq
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 5.2491e-07
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 1.2165e-07
## permutational_ancova_volumetry_corrected_intracraneal$Gender 1.6628e-06
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 2.4410e-08
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 9.6700e-09
## Residuals 6.0530e-08
## Iter
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 5000
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 572
## permutational_ancova_volumetry_corrected_intracraneal$Gender 5000
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 174
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 68
## Residuals
## Pr(Prob)
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity <2e-16
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 0.1503
## permutational_ancova_volumetry_corrected_intracraneal$Gender <2e-16
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 0.3678
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 1.0000
## Residuals
##
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity ***
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs
## permutational_ancova_volumetry_corrected_intracraneal$Gender ***
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 1
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 1
## permutational_ancova_volumetry_corrected_intracraneal$Gender 1
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 1
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 7
## Residuals 298
## R Sum Sq
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 6.3700e-08
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 7.0000e-10
## permutational_ancova_volumetry_corrected_intracraneal$Gender 3.3400e-08
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 1.7300e-08
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 1.2180e-07
## Residuals 4.1708e-06
## R Mean Sq
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 6.3653e-08
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 7.0200e-10
## permutational_ancova_volumetry_corrected_intracraneal$Gender 3.3371e-08
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 1.7298e-08
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 1.7407e-08
## Residuals 1.3996e-08
## Iter
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 3238
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 51
## permutational_ancova_volumetry_corrected_intracraneal$Gender 248
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 51
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 1626
## Residuals
## Pr(Prob)
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 0.03027
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 1.00000
## permutational_ancova_volumetry_corrected_intracraneal$Gender 0.29032
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 1.00000
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 0.26261
## Residuals
##
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity *
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs
## permutational_ancova_volumetry_corrected_intracraneal$Gender
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 1
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 1
## permutational_ancova_volumetry_corrected_intracraneal$Gender 1
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 1
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 7
## Residuals 298
## R Sum Sq
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 1.3570e-08
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 1.3280e-08
## permutational_ancova_volumetry_corrected_intracraneal$Gender 1.3710e-08
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 3.6000e-10
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 9.5800e-09
## Residuals 8.9168e-07
## R Mean Sq
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 1.3570e-08
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 1.3280e-08
## permutational_ancova_volumetry_corrected_intracraneal$Gender 1.3709e-08
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 3.6500e-10
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 1.3680e-09
## Residuals 2.9922e-09
## Iter
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 63
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 1815
## permutational_ancova_volumetry_corrected_intracraneal$Gender 122
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 51
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 51
## Residuals
## Pr(Prob)
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 0.61905
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 0.05234
## permutational_ancova_volumetry_corrected_intracraneal$Gender 0.45082
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 1.00000
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 1.00000
## Residuals
##
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs .
## permutational_ancova_volumetry_corrected_intracraneal$Gender
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 1
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 1
## permutational_ancova_volumetry_corrected_intracraneal$Gender 1
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 1
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 7
## Residuals 298
## R Sum Sq
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 7.6620e-07
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 8.6000e-08
## permutational_ancova_volumetry_corrected_intracraneal$Gender 1.1703e-06
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 3.3300e-08
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 2.0670e-07
## Residuals 1.8910e-05
## R Mean Sq
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 7.6617e-07
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 8.6040e-08
## permutational_ancova_volumetry_corrected_intracraneal$Gender 1.1703e-06
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 3.3340e-08
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 2.9530e-08
## Residuals 6.3460e-08
## Iter
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 5000
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 672
## permutational_ancova_volumetry_corrected_intracraneal$Gender 5000
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 51
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 745
## Residuals
## Pr(Prob)
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity <2e-16
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 0.1310
## permutational_ancova_volumetry_corrected_intracraneal$Gender <2e-16
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 0.7843
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 0.6993
## Residuals
##
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity ***
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs
## permutational_ancova_volumetry_corrected_intracraneal$Gender ***
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 1
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 1
## permutational_ancova_volumetry_corrected_intracraneal$Gender 1
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 1
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 7
## Residuals 298
## R Sum Sq
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 8.0000e-11
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 9.3600e-10
## permutational_ancova_volumetry_corrected_intracraneal$Gender 4.1600e-10
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 1.0420e-09
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 4.9230e-09
## Residuals 2.0377e-07
## R Mean Sq
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 8.0100e-11
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 9.3589e-10
## permutational_ancova_volumetry_corrected_intracraneal$Gender 4.1639e-10
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 1.0422e-09
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 7.0323e-10
## Residuals 6.8380e-10
## Iter
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 51
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 51
## permutational_ancova_volumetry_corrected_intracraneal$Gender 51
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 51
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 51
## Residuals
## Pr(Prob)
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 1
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 1
## permutational_ancova_volumetry_corrected_intracraneal$Gender 1
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 1
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 1
## Residuals
## Component 1 :
## Df
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 1
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 1
## permutational_ancova_volumetry_corrected_intracraneal$Gender 1
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 1
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 7
## Residuals 298
## R Sum Sq
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 4.6920e-07
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 5.9100e-08
## permutational_ancova_volumetry_corrected_intracraneal$Gender 6.5000e-09
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 3.7000e-09
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 8.5200e-08
## Residuals 7.6811e-06
## R Mean Sq
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 4.6925e-07
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 5.9060e-08
## permutational_ancova_volumetry_corrected_intracraneal$Gender 6.5100e-09
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 3.7400e-09
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 1.2180e-08
## Residuals 2.5780e-08
## Iter
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 5000
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 300
## permutational_ancova_volumetry_corrected_intracraneal$Gender 51
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 51
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 820
## Residuals
## Pr(Prob)
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity <2e-16
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 0.2500
## permutational_ancova_volumetry_corrected_intracraneal$Gender 1.0000
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 1.0000
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 0.8768
## Residuals
##
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity ***
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs
## permutational_ancova_volumetry_corrected_intracraneal$Gender
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 1
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 1
## permutational_ancova_volumetry_corrected_intracraneal$Gender 1
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 1
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 7
## Residuals 298
## R Sum Sq
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 2.2829e-08
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 8.3200e-10
## permutational_ancova_volumetry_corrected_intracraneal$Gender 1.2290e-09
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 1.8000e-11
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 3.3920e-09
## Residuals 2.6617e-07
## R Mean Sq
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 2.2829e-08
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 8.3200e-10
## permutational_ancova_volumetry_corrected_intracraneal$Gender 1.2289e-09
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 1.7500e-11
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 4.8460e-10
## Residuals 8.9320e-10
## Iter
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 5000
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 51
## permutational_ancova_volumetry_corrected_intracraneal$Gender 51
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 51
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 51
## Residuals
## Pr(Prob)
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity <2e-16
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 1
## permutational_ancova_volumetry_corrected_intracraneal$Gender 1
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 1
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 1
## Residuals
##
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity ***
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs
## permutational_ancova_volumetry_corrected_intracraneal$Gender
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 1
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 1
## permutational_ancova_volumetry_corrected_intracraneal$Gender 1
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 1
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 7
## Residuals 298
## R Sum Sq
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 1.4694e-07
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 5.0350e-08
## permutational_ancova_volumetry_corrected_intracraneal$Gender 2.9194e-07
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 1.0200e-09
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 5.5180e-08
## Residuals 2.2420e-06
## R Mean Sq
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 1.4694e-07
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 5.0349e-08
## permutational_ancova_volumetry_corrected_intracraneal$Gender 2.9194e-07
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 1.0220e-09
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 7.8820e-09
## Residuals 7.5230e-09
## Iter
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 5000
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 5000
## permutational_ancova_volumetry_corrected_intracraneal$Gender 5000
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 51
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 458
## Residuals
## Pr(Prob)
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity <2e-16
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs <2e-16
## permutational_ancova_volumetry_corrected_intracraneal$Gender <2e-16
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 1.0000
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 0.3952
## Residuals
##
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity ***
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs ***
## permutational_ancova_volumetry_corrected_intracraneal$Gender ***
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 1
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 1
## permutational_ancova_volumetry_corrected_intracraneal$Gender 1
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 1
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 7
## Residuals 298
## R Sum Sq
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 1.4500e-09
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 1.9830e-08
## permutational_ancova_volumetry_corrected_intracraneal$Gender 5.8330e-08
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 1.3210e-08
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 4.6570e-08
## Residuals 1.2326e-06
## R Mean Sq
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 1.4460e-09
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 1.9834e-08
## permutational_ancova_volumetry_corrected_intracraneal$Gender 5.8331e-08
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 1.3210e-08
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 6.6530e-09
## Residuals 4.1360e-09
## Iter
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 51
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 72
## permutational_ancova_volumetry_corrected_intracraneal$Gender 5000
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 819
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 1544
## Residuals
## Pr(Prob)
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 1.0000
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 0.5833
## permutational_ancova_volumetry_corrected_intracraneal$Gender <2e-16
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 0.1099
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 0.1218
## Residuals
##
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs
## permutational_ancova_volumetry_corrected_intracraneal$Gender ***
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 1
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 1
## permutational_ancova_volumetry_corrected_intracraneal$Gender 1
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 1
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 7
## Residuals 298
## R Sum Sq
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 4.190e-09
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 1.603e-08
## permutational_ancova_volumetry_corrected_intracraneal$Gender 5.791e-08
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 2.200e-10
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 6.097e-08
## Residuals 1.446e-06
## R Mean Sq
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 4.1940e-09
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 1.6027e-08
## permutational_ancova_volumetry_corrected_intracraneal$Gender 5.7907e-08
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 2.1800e-10
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 8.7100e-09
## Residuals 4.8520e-09
## Iter
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 51
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 165
## permutational_ancova_volumetry_corrected_intracraneal$Gender 5000
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 51
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 5000
## Residuals
## Pr(Prob)
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 1.0000
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 0.3818
## permutational_ancova_volumetry_corrected_intracraneal$Gender <2e-16
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 1.0000
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 0.0632
## Residuals
##
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs
## permutational_ancova_volumetry_corrected_intracraneal$Gender ***
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income .
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 1
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 1
## permutational_ancova_volumetry_corrected_intracraneal$Gender 1
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 1
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 7
## Residuals 298
## R Sum Sq
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 1.717e-08
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 1.386e-08
## permutational_ancova_volumetry_corrected_intracraneal$Gender 3.146e-08
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 1.020e-08
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 2.857e-08
## Residuals 1.295e-06
## R Mean Sq
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 1.7173e-08
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 1.3863e-08
## permutational_ancova_volumetry_corrected_intracraneal$Gender 3.1462e-08
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 1.0195e-08
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 4.0814e-09
## Residuals 4.3457e-09
## Iter
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 1468
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 761
## permutational_ancova_volumetry_corrected_intracraneal$Gender 373
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 51
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 51
## Residuals
## Pr(Prob)
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 0.06403
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 0.11695
## permutational_ancova_volumetry_corrected_intracraneal$Gender 0.21180
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 1.00000
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 0.68627
## Residuals
##
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity .
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs
## permutational_ancova_volumetry_corrected_intracraneal$Gender
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 1
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 1
## permutational_ancova_volumetry_corrected_intracraneal$Gender 1
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 1
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 7
## Residuals 298
## R Sum Sq
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 1.7264e-07
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 5.3190e-08
## permutational_ancova_volumetry_corrected_intracraneal$Gender 1.5100e-07
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 3.8300e-09
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 5.9770e-08
## Residuals 2.0241e-06
## R Mean Sq
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 1.7264e-07
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 5.3185e-08
## permutational_ancova_volumetry_corrected_intracraneal$Gender 1.5100e-07
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 3.8340e-09
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 8.5390e-09
## Residuals 6.7920e-09
## Iter
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity 5000
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 4054
## permutational_ancova_volumetry_corrected_intracraneal$Gender 5000
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 51
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 2670
## Residuals
## Pr(Prob)
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity < 2e-16
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs 0.02417
## permutational_ancova_volumetry_corrected_intracraneal$Gender < 2e-16
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ 1.00000
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income 0.24682
## Residuals
##
## permutational_ancova_volumetry_corrected_intracraneal$Racial_identity ***
## permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs *
## permutational_ancova_volumetry_corrected_intracraneal$Gender ***
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ
## permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Extraction of p-values of the permutational analysis permutational_ancova_volumetry_corrected_intracraneal[,c("columns with volumetric data")]
set.seed(1234)
pvalues_modpermut_volumetry_corrected_intracraneal_adjage_gender_educ_income <- sapply(permutational_ancova_volumetry_corrected_intracraneal[,c(6:17,24:62)], function(x) aovp(x ~ permutational_ancova_volumetry_corrected_intracraneal$Racial_identity+ permutational_ancova_volumetry_corrected_intracraneal$Age_in_Yrs + permutational_ancova_volumetry_corrected_intracraneal$Gender + permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Educ+ permutational_ancova_volumetry_corrected_intracraneal$SSAGA_Income)$perm$P)## [1] "Settings: unique SS : numeric variables centered"
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## Conversion of p-values in a data frame format
pvalues_permutation_multiple_comparisons_volumetry <- as.data.frame(pvalues_modpermut_volumetry_corrected_intracraneal_adjage_gender_educ_income) %>% slice(2)
pvalues_permutation_multiple_comparisons_volumetry <-pvalues_permutation_multiple_comparisons_volumetry %>% gather(key = "volumetry_corrected_ICV", value = "permutation_pvalue")
## Execution of Holm-Bonferroni multiple comparison analysis
pvalues_permutation_multiple_comparisons_volumetry$Holm =p.adjust(pvalues_permutation_multiple_comparisons_volumetry$permutation_pvalue,method ="holm")| Brain regions | permutation p-values | Holm |
|---|---|---|
| BrainSeg_Vol | 0.0100000 | 0.3000000 |
| BrainSeg_Vol_No_Vent | 0.0140000 | 0.4060000 |
| BrainSeg_Vol_No_Vent_Surf | 0.0044000 | 0.1408000 |
| LCort_GM_Vol | 0.1407529 | 1.0000000 |
| RCort_GM_Vol | 1.0000000 | 1.0000000 |
| TotCort_GM_Vol | 1.0000000 | 1.0000000 |
| SubCort_GM_Vol | 0.0000000 | 0.0000000 |
| Total_GM_Vol | 0.0642955 | 1.0000000 |
| SupraTentorial_Vol | 0.0000000 | 0.0000000 |
| L_WM_Vol | 0.0094000 | 0.2914000 |
| R_WM_Vol | 0.0018000 | 0.0594000 |
| Tot_WM_Vol | 0.0000000 | 0.0000000 |
| LatVent_Vol | 1.0000000 | 1.0000000 |
| L_InfLatVent_Vol | 1.0000000 | 1.0000000 |
| L_Cerebellum_WM_Vol | 0.0000000 | 0.0000000 |
| L_Cerebellum_Cort_Vol | 1.0000000 | 1.0000000 |
| L_ThalamusProper_Vol | 0.0006000 | 0.0204000 |
| L_Caudate_Vol | 0.0000000 | 0.0000000 |
| L_Putamen_Vol | 0.0160000 | 0.4480000 |
| L_Pallidum_Vol | 0.2129380 | 1.0000000 |
| 3rdVent_Vol | 1.0000000 | 1.0000000 |
| 4thVent_Vol | 1.0000000 | 1.0000000 |
| BrainStem_Vol | 0.0000000 | 0.0000000 |
| L_Hippo_Vol | 0.1915888 | 1.0000000 |
| L_Amygdala_Vol | 0.1040462 | 1.0000000 |
| CSF_Vol | 0.0546920 | 1.0000000 |
| L_AccumbensArea_Vol | 0.0596359 | 1.0000000 |
| L_VentDC_Vol | 0.0367146 | 0.9545799 |
| L_Vessel_Vol | 1.0000000 | 1.0000000 |
| L_ChoroidPlexus_Vol | 0.0000000 | 0.0000000 |
| R_LatVent_Vol | 0.1880734 | 1.0000000 |
| R_InfLatVent_Vol | 1.0000000 | 1.0000000 |
| R_Cerebellum_WM_Vol | 0.0000000 | 0.0000000 |
| R_Cerebellum_Cort_Vol | 0.4508197 | 1.0000000 |
| R_ThalamusProper_Vol | 0.0000000 | 0.0000000 |
| R_Caudate_Vol | 0.0000000 | 0.0000000 |
| R_Putamen_Vol | 0.0826595 | 1.0000000 |
| R_Pallidum_Vol | 0.0000000 | 0.0000000 |
| R_Hippo_Vol | 0.0000000 | 0.0000000 |
| R_Amygdala_Vol | 0.0302656 | 0.8171711 |
| R_AccumbensArea_Vol | 0.6190476 | 1.0000000 |
| R_VentDC_Vol | 0.0000000 | 0.0000000 |
| R_Vessel_Vol | 1.0000000 | 1.0000000 |
| R_ChoroidPlexus_Vol | 0.0000000 | 0.0000000 |
| 5thVent_Vol | 1.0000000 | 1.0000000 |
| OpticChiasm_Vol | 0.0000000 | 0.0000000 |
| CC_Posterior_Vol | 0.0000000 | 0.0000000 |
| CC_MidPosterior_Vol | 1.0000000 | 1.0000000 |
| CC_Central_Vol | 1.0000000 | 1.0000000 |
| CC_MidAnterior_Vol | 0.0640327 | 1.0000000 |
| CC_Anterior_Vol | 0.0000000 | 0.0000000 |
## Warning: `fun.y` is deprecated. Use `fun` instead.
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set.seed(1234)
permutational_ancova_cortical_thickness_adjage_educ_income <- lapply(permutational_ancova_cortical_thickness[,6:73], function(x) aovp(x ~ permutational_ancova_cortical_thickness$Racial_identity+ permutational_ancova_cortical_thickness$Age_in_Yrs+ permutational_ancova_cortical_thickness$Gender+ permutational_ancova_cortical_thickness$SSAGA_Educ+ permutational_ancova_cortical_thickness$SSAGA_Income))## [1] "Settings: unique SS : numeric variables centered"
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## [1] "Settings: unique SS : numeric variables centered"
## [1] "Settings: unique SS : numeric variables centered"
## [1] "Settings: unique SS : numeric variables centered"
## [1] "Settings: unique SS : numeric variables centered"
## [1] "Settings: unique SS : numeric variables centered"
## [1] "Settings: unique SS : numeric variables centered"
## [1] "Settings: unique SS : numeric variables centered"
## [1] "Settings: unique SS : numeric variables centered"
## [1] "Settings: unique SS : numeric variables centered"
## [1] "Settings: unique SS : numeric variables centered"
## [1] "Settings: unique SS : numeric variables centered"
## [1] "Settings: unique SS : numeric variables centered"
## [1] "Settings: unique SS : numeric variables centered"
## [1] "Settings: unique SS : numeric variables centered"
## [1] "Settings: unique SS : numeric variables centered"
## [1] "Settings: unique SS : numeric variables centered"
## [1] "Settings: unique SS : numeric variables centered"
## [1] "Settings: unique SS : numeric variables centered"
## [1] "Settings: unique SS : numeric variables centered"
## [1] "Settings: unique SS : numeric variables centered"
## [1] "Settings: unique SS : numeric variables centered"
## [1] "Settings: unique SS : numeric variables centered"
## [1] "Settings: unique SS : numeric variables centered"
## [1] "Settings: unique SS : numeric variables centered"
## [1] "Settings: unique SS : numeric variables centered"
## [1] "Settings: unique SS : numeric variables centered"
## [1] "Settings: unique SS : numeric variables centered"
## [1] "Settings: unique SS : numeric variables centered"
## [1] "Settings: unique SS : numeric variables centered"
## [1] "Settings: unique SS : numeric variables centered"
## [1] "Settings: unique SS : numeric variables centered"
## [1] "Settings: unique SS : numeric variables centered"
## [1] "Settings: unique SS : numeric variables centered"
## [1] "Settings: unique SS : numeric variables centered"
## [1] "Settings: unique SS : numeric variables centered"
## [1] "Settings: unique SS : numeric variables centered"
## [1] "Settings: unique SS : numeric variables centered"
## [1] "Settings: unique SS : numeric variables centered"
## Component 1 :
## Df R Sum Sq R Mean Sq
## permutational_ancova_cortical_thickness$Racial_identity 1 0.0928 0.092801
## permutational_ancova_cortical_thickness$Age_in_Yrs 1 0.0424 0.042444
## permutational_ancova_cortical_thickness$Gender 1 0.0663 0.066320
## permutational_ancova_cortical_thickness$SSAGA_Educ 1 0.0015 0.001479
## permutational_ancova_cortical_thickness$SSAGA_Income 7 0.1393 0.019901
## Residuals 298 4.7196 0.015838
## Iter Pr(Prob)
## permutational_ancova_cortical_thickness$Racial_identity 5000 0.01680 *
## permutational_ancova_cortical_thickness$Age_in_Yrs 791 0.11252
## permutational_ancova_cortical_thickness$Gender 3730 0.02627 *
## permutational_ancova_cortical_thickness$SSAGA_Educ 107 0.48598
## permutational_ancova_cortical_thickness$SSAGA_Income 5000 0.10980
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df R Sum Sq R Mean Sq
## permutational_ancova_cortical_thickness$Racial_identity 1 0.0938 0.093779
## permutational_ancova_cortical_thickness$Age_in_Yrs 1 0.1244 0.124365
## permutational_ancova_cortical_thickness$Gender 1 0.0000 0.000011
## permutational_ancova_cortical_thickness$SSAGA_Educ 1 0.0006 0.000603
## permutational_ancova_cortical_thickness$SSAGA_Income 7 0.0739 0.010557
## Residuals 298 8.0653 0.027065
## Iter Pr(Prob)
## permutational_ancova_cortical_thickness$Racial_identity 1865 0.05094 .
## permutational_ancova_cortical_thickness$Age_in_Yrs 919 0.09902 .
## permutational_ancova_cortical_thickness$Gender 51 1.00000
## permutational_ancova_cortical_thickness$SSAGA_Educ 51 1.00000
## permutational_ancova_cortical_thickness$SSAGA_Income 686 0.96793
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df R Sum Sq R Mean Sq
## permutational_ancova_cortical_thickness$Racial_identity 1 0.0377 0.037742
## permutational_ancova_cortical_thickness$Age_in_Yrs 1 0.2257 0.225687
## permutational_ancova_cortical_thickness$Gender 1 0.0010 0.000964
## permutational_ancova_cortical_thickness$SSAGA_Educ 1 0.0007 0.000697
## permutational_ancova_cortical_thickness$SSAGA_Income 7 0.0404 0.005773
## Residuals 298 3.7935 0.012730
## Iter Pr(Prob)
## permutational_ancova_cortical_thickness$Racial_identity 580 0.1483
## permutational_ancova_cortical_thickness$Age_in_Yrs 5000 <2e-16 ***
## permutational_ancova_cortical_thickness$Gender 84 0.5476
## permutational_ancova_cortical_thickness$SSAGA_Educ 51 0.7255
## permutational_ancova_cortical_thickness$SSAGA_Income 726 0.6736
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df R Sum Sq R Mean Sq
## permutational_ancova_cortical_thickness$Racial_identity 1 0.2166 0.216610
## permutational_ancova_cortical_thickness$Age_in_Yrs 1 0.0172 0.017203
## permutational_ancova_cortical_thickness$Gender 1 0.0002 0.000185
## permutational_ancova_cortical_thickness$SSAGA_Educ 1 0.0005 0.000494
## permutational_ancova_cortical_thickness$SSAGA_Income 7 0.0653 0.009322
## Residuals 298 3.6224 0.012156
## Iter Pr(Prob)
## permutational_ancova_cortical_thickness$Racial_identity 5000 <2e-16 ***
## permutational_ancova_cortical_thickness$Age_in_Yrs 494 0.1700
## permutational_ancova_cortical_thickness$Gender 51 0.7843
## permutational_ancova_cortical_thickness$SSAGA_Educ 51 0.8235
## permutational_ancova_cortical_thickness$SSAGA_Income 3718 0.7058
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df R Sum Sq R Mean Sq
## permutational_ancova_cortical_thickness$Racial_identity 1 0.0795 0.079513
## permutational_ancova_cortical_thickness$Age_in_Yrs 1 0.0041 0.004120
## permutational_ancova_cortical_thickness$Gender 1 0.0284 0.028413
## permutational_ancova_cortical_thickness$SSAGA_Educ 1 0.0160 0.015984
## permutational_ancova_cortical_thickness$SSAGA_Income 7 0.4816 0.068801
## Residuals 298 17.5081 0.058752
## Iter Pr(Prob)
## permutational_ancova_cortical_thickness$Racial_identity 393 0.2036
## permutational_ancova_cortical_thickness$Age_in_Yrs 51 0.7647
## permutational_ancova_cortical_thickness$Gender 51 0.9216
## permutational_ancova_cortical_thickness$SSAGA_Educ 104 0.4904
## permutational_ancova_cortical_thickness$SSAGA_Income 2345 0.5011
## Residuals
## Component 1 :
## Df R Sum Sq R Mean Sq
## permutational_ancova_cortical_thickness$Racial_identity 1 0.08047 0.080465
## permutational_ancova_cortical_thickness$Age_in_Yrs 1 0.03673 0.036735
## permutational_ancova_cortical_thickness$Gender 1 0.00039 0.000389
## permutational_ancova_cortical_thickness$SSAGA_Educ 1 0.01571 0.015707
## permutational_ancova_cortical_thickness$SSAGA_Income 7 0.04096 0.005852
## Residuals 298 3.12349 0.010482
## Iter Pr(Prob)
## permutational_ancova_cortical_thickness$Racial_identity 5000 0.0048 **
## permutational_ancova_cortical_thickness$Age_in_Yrs 755 0.1179
## permutational_ancova_cortical_thickness$Gender 56 0.6429
## permutational_ancova_cortical_thickness$SSAGA_Educ 677 0.1300
## permutational_ancova_cortical_thickness$SSAGA_Income 798 0.6604
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df R Sum Sq R Mean Sq
## permutational_ancova_cortical_thickness$Racial_identity 1 0.05933 0.059334
## permutational_ancova_cortical_thickness$Age_in_Yrs 1 0.11454 0.114541
## permutational_ancova_cortical_thickness$Gender 1 0.00076 0.000762
## permutational_ancova_cortical_thickness$SSAGA_Educ 1 0.01600 0.016004
## permutational_ancova_cortical_thickness$SSAGA_Income 7 0.04992 0.007131
## Residuals 298 2.80635 0.009417
## Iter Pr(Prob)
## permutational_ancova_cortical_thickness$Racial_identity 5000 0.01920 *
## permutational_ancova_cortical_thickness$Age_in_Yrs 5000 < 2e-16 ***
## permutational_ancova_cortical_thickness$Gender 51 0.68627
## permutational_ancova_cortical_thickness$SSAGA_Educ 1696 0.05601 .
## permutational_ancova_cortical_thickness$SSAGA_Income 1399 0.63331
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df R Sum Sq R Mean Sq
## permutational_ancova_cortical_thickness$Racial_identity 1 0.0254 0.025427
## permutational_ancova_cortical_thickness$Age_in_Yrs 1 0.0063 0.006315
## permutational_ancova_cortical_thickness$Gender 1 0.0516 0.051553
## permutational_ancova_cortical_thickness$SSAGA_Educ 1 0.0004 0.000412
## permutational_ancova_cortical_thickness$SSAGA_Income 7 0.0760 0.010859
## Residuals 298 3.7461 0.012571
## Iter Pr(Prob)
## permutational_ancova_cortical_thickness$Racial_identity 816 0.11029
## permutational_ancova_cortical_thickness$Age_in_Yrs 51 0.84314
## permutational_ancova_cortical_thickness$Gender 3844 0.02549 *
## permutational_ancova_cortical_thickness$SSAGA_Educ 51 1.00000
## permutational_ancova_cortical_thickness$SSAGA_Income 4289 0.51877
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df R Sum Sq R Mean Sq
## permutational_ancova_cortical_thickness$Racial_identity 1 0.0857 0.085667
## permutational_ancova_cortical_thickness$Age_in_Yrs 1 0.0276 0.027595
## permutational_ancova_cortical_thickness$Gender 1 0.0238 0.023807
## permutational_ancova_cortical_thickness$SSAGA_Educ 1 0.0246 0.024600
## permutational_ancova_cortical_thickness$SSAGA_Income 7 0.6336 0.090519
## Residuals 298 24.3922 0.081853
## Iter Pr(Prob)
## permutational_ancova_cortical_thickness$Racial_identity 51 0.9804
## permutational_ancova_cortical_thickness$Age_in_Yrs 51 1.0000
## permutational_ancova_cortical_thickness$Gender 51 0.9412
## permutational_ancova_cortical_thickness$SSAGA_Educ 162 0.3827
## permutational_ancova_cortical_thickness$SSAGA_Income 5000 0.2342
## Residuals
## Component 1 :
## Df R Sum Sq R Mean Sq
## permutational_ancova_cortical_thickness$Racial_identity 1 0.23119 0.231192
## permutational_ancova_cortical_thickness$Age_in_Yrs 1 0.05160 0.051603
## permutational_ancova_cortical_thickness$Gender 1 0.00006 0.000062
## permutational_ancova_cortical_thickness$SSAGA_Educ 1 0.00052 0.000522
## permutational_ancova_cortical_thickness$SSAGA_Income 7 0.03471 0.004958
## Residuals 298 2.79906 0.009393
## Iter Pr(Prob)
## permutational_ancova_cortical_thickness$Racial_identity 5000 < 2e-16 ***
## permutational_ancova_cortical_thickness$Age_in_Yrs 1519 0.06188 .
## permutational_ancova_cortical_thickness$Gender 51 1.00000
## permutational_ancova_cortical_thickness$SSAGA_Educ 51 0.90196
## permutational_ancova_cortical_thickness$SSAGA_Income 316 0.97785
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df R Sum Sq R Mean Sq
## permutational_ancova_cortical_thickness$Racial_identity 1 0.0017 0.001722
## permutational_ancova_cortical_thickness$Age_in_Yrs 1 0.2570 0.257023
## permutational_ancova_cortical_thickness$Gender 1 0.0788 0.078817
## permutational_ancova_cortical_thickness$SSAGA_Educ 1 0.0140 0.014042
## permutational_ancova_cortical_thickness$SSAGA_Income 7 0.0352 0.005023
## Residuals 298 3.6818 0.012355
## Iter Pr(Prob)
## permutational_ancova_cortical_thickness$Racial_identity 51 1.0000
## permutational_ancova_cortical_thickness$Age_in_Yrs 5000 <2e-16 ***
## permutational_ancova_cortical_thickness$Gender 5000 0.0046 **
## permutational_ancova_cortical_thickness$SSAGA_Educ 626 0.1390
## permutational_ancova_cortical_thickness$SSAGA_Income 328 0.6707
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df R Sum Sq R Mean Sq
## permutational_ancova_cortical_thickness$Racial_identity 1 0.11950 0.119495
## permutational_ancova_cortical_thickness$Age_in_Yrs 1 0.02098 0.020979
## permutational_ancova_cortical_thickness$Gender 1 0.00282 0.002825
## permutational_ancova_cortical_thickness$SSAGA_Educ 1 0.00186 0.001855
## permutational_ancova_cortical_thickness$SSAGA_Income 7 0.06707 0.009582
## Residuals 298 2.95577 0.009919
## Iter Pr(Prob)
## permutational_ancova_cortical_thickness$Racial_identity 5000 < 2e-16 ***
## permutational_ancova_cortical_thickness$Age_in_Yrs 956 0.09519 .
## permutational_ancova_cortical_thickness$Gender 51 1.00000
## permutational_ancova_cortical_thickness$SSAGA_Educ 155 0.39355
## permutational_ancova_cortical_thickness$SSAGA_Income 500 0.52800
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df R Sum Sq R Mean Sq
## permutational_ancova_cortical_thickness$Racial_identity 1 0.1281 0.128051
## permutational_ancova_cortical_thickness$Age_in_Yrs 1 0.0275 0.027513
## permutational_ancova_cortical_thickness$Gender 1 0.0610 0.061000
## permutational_ancova_cortical_thickness$SSAGA_Educ 1 0.0059 0.005917
## permutational_ancova_cortical_thickness$SSAGA_Income 7 0.1739 0.024846
## Residuals 298 6.3901 0.021443
## Iter Pr(Prob)
## permutational_ancova_cortical_thickness$Racial_identity 828 0.1087
## permutational_ancova_cortical_thickness$Age_in_Yrs 286 0.2622
## permutational_ancova_cortical_thickness$Gender 300 0.2500
## permutational_ancova_cortical_thickness$SSAGA_Educ 51 0.7451
## permutational_ancova_cortical_thickness$SSAGA_Income 1858 0.2605
## Residuals
## Component 1 :
## Df R Sum Sq R Mean Sq
## permutational_ancova_cortical_thickness$Racial_identity 1 0.0771 0.077077
## permutational_ancova_cortical_thickness$Age_in_Yrs 1 0.0750 0.074969
## permutational_ancova_cortical_thickness$Gender 1 0.0115 0.011473
## permutational_ancova_cortical_thickness$SSAGA_Educ 1 0.0091 0.009060
## permutational_ancova_cortical_thickness$SSAGA_Income 7 0.0608 0.008684
## Residuals 298 4.4193 0.014830
## Iter Pr(Prob)
## permutational_ancova_cortical_thickness$Racial_identity 5000 0.0126 *
## permutational_ancova_cortical_thickness$Age_in_Yrs 5000 <2e-16 ***
## permutational_ancova_cortical_thickness$Gender 785 0.1134
## permutational_ancova_cortical_thickness$SSAGA_Educ 324 0.2377
## permutational_ancova_cortical_thickness$SSAGA_Income 755 0.4848
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df R Sum Sq R Mean Sq
## permutational_ancova_cortical_thickness$Racial_identity 1 0.0810 0.080958
## permutational_ancova_cortical_thickness$Age_in_Yrs 1 0.0861 0.086134
## permutational_ancova_cortical_thickness$Gender 1 0.0228 0.022844
## permutational_ancova_cortical_thickness$SSAGA_Educ 1 0.0001 0.000071
## permutational_ancova_cortical_thickness$SSAGA_Income 7 0.3518 0.050261
## Residuals 298 21.1263 0.070894
## Iter Pr(Prob)
## permutational_ancova_cortical_thickness$Racial_identity 818 0.11002
## permutational_ancova_cortical_thickness$Age_in_Yrs 1107 0.08311 .
## permutational_ancova_cortical_thickness$Gender 53 0.66038
## permutational_ancova_cortical_thickness$SSAGA_Educ 51 1.00000
## permutational_ancova_cortical_thickness$SSAGA_Income 207 0.99034
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df R Sum Sq R Mean Sq
## permutational_ancova_cortical_thickness$Racial_identity 1 0.0201 0.020130
## permutational_ancova_cortical_thickness$Age_in_Yrs 1 0.1137 0.113727
## permutational_ancova_cortical_thickness$Gender 1 0.0541 0.054055
## permutational_ancova_cortical_thickness$SSAGA_Educ 1 0.0031 0.003130
## permutational_ancova_cortical_thickness$SSAGA_Income 7 0.1114 0.015912
## Residuals 298 4.3680 0.014658
## Iter Pr(Prob)
## permutational_ancova_cortical_thickness$Racial_identity 51 0.76471
## permutational_ancova_cortical_thickness$Age_in_Yrs 5000 < 2e-16 ***
## permutational_ancova_cortical_thickness$Gender 3258 0.03008 *
## permutational_ancova_cortical_thickness$SSAGA_Educ 51 1.00000
## permutational_ancova_cortical_thickness$SSAGA_Income 1040 0.41827
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df R Sum Sq R Mean Sq
## permutational_ancova_cortical_thickness$Racial_identity 1 0.0190 0.019020
## permutational_ancova_cortical_thickness$Age_in_Yrs 1 0.2382 0.238158
## permutational_ancova_cortical_thickness$Gender 1 0.0584 0.058379
## permutational_ancova_cortical_thickness$SSAGA_Educ 1 0.0021 0.002149
## permutational_ancova_cortical_thickness$SSAGA_Income 7 0.0699 0.009982
## Residuals 298 3.6644 0.012297
## Iter Pr(Prob)
## permutational_ancova_cortical_thickness$Racial_identity 1114 0.08259 .
## permutational_ancova_cortical_thickness$Age_in_Yrs 5000 < 2e-16 ***
## permutational_ancova_cortical_thickness$Gender 5000 0.01860 *
## permutational_ancova_cortical_thickness$SSAGA_Educ 124 0.45161
## permutational_ancova_cortical_thickness$SSAGA_Income 522 0.39272
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df R Sum Sq R Mean Sq
## permutational_ancova_cortical_thickness$Racial_identity 1 0.0179 0.01785
## permutational_ancova_cortical_thickness$Age_in_Yrs 1 0.3265 0.32654
## permutational_ancova_cortical_thickness$Gender 1 0.1181 0.11806
## permutational_ancova_cortical_thickness$SSAGA_Educ 1 0.0075 0.00754
## permutational_ancova_cortical_thickness$SSAGA_Income 7 0.1805 0.02579
## Residuals 298 6.0344 0.02025
## Iter Pr(Prob)
## permutational_ancova_cortical_thickness$Racial_identity 51 1.00000
## permutational_ancova_cortical_thickness$Age_in_Yrs 5000 0.00020 ***
## permutational_ancova_cortical_thickness$Gender 2535 0.03826 *
## permutational_ancova_cortical_thickness$SSAGA_Educ 72 0.58333
## permutational_ancova_cortical_thickness$SSAGA_Income 5000 0.25760
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df R Sum Sq R Mean Sq
## permutational_ancova_cortical_thickness$Racial_identity 1 0.0052 0.005240
## permutational_ancova_cortical_thickness$Age_in_Yrs 1 0.2542 0.254202
## permutational_ancova_cortical_thickness$Gender 1 0.0000 0.000018
## permutational_ancova_cortical_thickness$SSAGA_Educ 1 0.0174 0.017351
## permutational_ancova_cortical_thickness$SSAGA_Income 7 0.0393 0.005611
## Residuals 298 3.9710 0.013325
## Iter Pr(Prob)
## permutational_ancova_cortical_thickness$Racial_identity 51 0.9020
## permutational_ancova_cortical_thickness$Age_in_Yrs 5000 <2e-16 ***
## permutational_ancova_cortical_thickness$Gender 51 0.9020
## permutational_ancova_cortical_thickness$SSAGA_Educ 565 0.1504
## permutational_ancova_cortical_thickness$SSAGA_Income 783 0.9387
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df R Sum Sq R Mean Sq
## permutational_ancova_cortical_thickness$Racial_identity 1 0.1137 0.113745
## permutational_ancova_cortical_thickness$Age_in_Yrs 1 0.0453 0.045294
## permutational_ancova_cortical_thickness$Gender 1 0.0066 0.006586
## permutational_ancova_cortical_thickness$SSAGA_Educ 1 0.0018 0.001755
## permutational_ancova_cortical_thickness$SSAGA_Income 7 0.0627 0.008963
## Residuals 298 3.2802 0.011007
## Iter Pr(Prob)
## permutational_ancova_cortical_thickness$Racial_identity 5000 <2e-16 ***
## permutational_ancova_cortical_thickness$Age_in_Yrs 558 0.1523
## permutational_ancova_cortical_thickness$Gender 277 0.2671
## permutational_ancova_cortical_thickness$SSAGA_Educ 51 0.7451
## permutational_ancova_cortical_thickness$SSAGA_Income 768 0.5326
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df R Sum Sq R Mean Sq
## permutational_ancova_cortical_thickness$Racial_identity 1 0.06654 0.066542
## permutational_ancova_cortical_thickness$Age_in_Yrs 1 0.03927 0.039265
## permutational_ancova_cortical_thickness$Gender 1 0.00346 0.003462
## permutational_ancova_cortical_thickness$SSAGA_Educ 1 0.00000 0.000004
## permutational_ancova_cortical_thickness$SSAGA_Income 7 0.04816 0.006880
## Residuals 298 2.55134 0.008562
## Iter Pr(Prob)
## permutational_ancova_cortical_thickness$Racial_identity 5000 < 2e-16 ***
## permutational_ancova_cortical_thickness$Age_in_Yrs 4979 0.01988 *
## permutational_ancova_cortical_thickness$Gender 61 0.62295
## permutational_ancova_cortical_thickness$SSAGA_Educ 51 1.00000
## permutational_ancova_cortical_thickness$SSAGA_Income 1458 0.44925
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df R Sum Sq R Mean Sq
## permutational_ancova_cortical_thickness$Racial_identity 1 0.0101 0.010114
## permutational_ancova_cortical_thickness$Age_in_Yrs 1 0.2525 0.252526
## permutational_ancova_cortical_thickness$Gender 1 0.0032 0.003152
## permutational_ancova_cortical_thickness$SSAGA_Educ 1 0.0982 0.098221
## permutational_ancova_cortical_thickness$SSAGA_Income 7 0.0345 0.004923
## Residuals 298 4.1469 0.013916
## Iter Pr(Prob)
## permutational_ancova_cortical_thickness$Racial_identity 99 0.5051
## permutational_ancova_cortical_thickness$Age_in_Yrs 5000 <2e-16 ***
## permutational_ancova_cortical_thickness$Gender 51 1.0000
## permutational_ancova_cortical_thickness$SSAGA_Educ 5000 <2e-16 ***
## permutational_ancova_cortical_thickness$SSAGA_Income 242 1.0000
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df R Sum Sq R Mean Sq
## permutational_ancova_cortical_thickness$Racial_identity 1 0.0036 0.003580
## permutational_ancova_cortical_thickness$Age_in_Yrs 1 0.0456 0.045632
## permutational_ancova_cortical_thickness$Gender 1 0.0031 0.003133
## permutational_ancova_cortical_thickness$SSAGA_Educ 1 0.0004 0.000371
## permutational_ancova_cortical_thickness$SSAGA_Income 7 0.0480 0.006864
## Residuals 298 3.2667 0.010962
## Iter Pr(Prob)
## permutational_ancova_cortical_thickness$Racial_identity 51 1.00000
## permutational_ancova_cortical_thickness$Age_in_Yrs 1762 0.05392 .
## permutational_ancova_cortical_thickness$Gender 51 1.00000
## permutational_ancova_cortical_thickness$SSAGA_Educ 51 1.00000
## permutational_ancova_cortical_thickness$SSAGA_Income 644 0.77019
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df R Sum Sq R Mean Sq
## permutational_ancova_cortical_thickness$Racial_identity 1 0.00632 0.006321
## permutational_ancova_cortical_thickness$Age_in_Yrs 1 0.10389 0.103889
## permutational_ancova_cortical_thickness$Gender 1 0.00278 0.002782
## permutational_ancova_cortical_thickness$SSAGA_Educ 1 0.00003 0.000033
## permutational_ancova_cortical_thickness$SSAGA_Income 7 0.10198 0.014568
## Residuals 298 2.95996 0.009933
## Iter Pr(Prob)
## permutational_ancova_cortical_thickness$Racial_identity 210 0.3238
## permutational_ancova_cortical_thickness$Age_in_Yrs 5000 <2e-16 ***
## permutational_ancova_cortical_thickness$Gender 295 0.2542
## permutational_ancova_cortical_thickness$SSAGA_Educ 51 1.0000
## permutational_ancova_cortical_thickness$SSAGA_Income 3799 0.3733
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df R Sum Sq R Mean Sq
## permutational_ancova_cortical_thickness$Racial_identity 1 0.0313 0.031281
## permutational_ancova_cortical_thickness$Age_in_Yrs 1 0.0610 0.060992
## permutational_ancova_cortical_thickness$Gender 1 0.0858 0.085837
## permutational_ancova_cortical_thickness$SSAGA_Educ 1 0.0060 0.005977
## permutational_ancova_cortical_thickness$SSAGA_Income 7 0.1394 0.019909
## Residuals 298 10.5742 0.035484
## Iter Pr(Prob)
## permutational_ancova_cortical_thickness$Racial_identity 83 0.55422
## permutational_ancova_cortical_thickness$Age_in_Yrs 469 0.17697
## permutational_ancova_cortical_thickness$Gender 2100 0.04571 *
## permutational_ancova_cortical_thickness$SSAGA_Educ 117 0.46154
## permutational_ancova_cortical_thickness$SSAGA_Income 361 0.95845
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df R Sum Sq R Mean Sq
## permutational_ancova_cortical_thickness$Racial_identity 1 0.0342 0.034186
## permutational_ancova_cortical_thickness$Age_in_Yrs 1 0.2429 0.242944
## permutational_ancova_cortical_thickness$Gender 1 0.0120 0.012025
## permutational_ancova_cortical_thickness$SSAGA_Educ 1 0.0037 0.003720
## permutational_ancova_cortical_thickness$SSAGA_Income 7 0.0635 0.009072
## Residuals 298 3.5357 0.011865
## Iter Pr(Prob)
## permutational_ancova_cortical_thickness$Racial_identity 998 0.09118 .
## permutational_ancova_cortical_thickness$Age_in_Yrs 5000 < 2e-16 ***
## permutational_ancova_cortical_thickness$Gender 51 1.00000
## permutational_ancova_cortical_thickness$SSAGA_Educ 142 0.41549
## permutational_ancova_cortical_thickness$SSAGA_Income 797 0.70765
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df R Sum Sq R Mean Sq
## permutational_ancova_cortical_thickness$Racial_identity 1 0.0552 0.055160
## permutational_ancova_cortical_thickness$Age_in_Yrs 1 0.2812 0.281223
## permutational_ancova_cortical_thickness$Gender 1 0.0136 0.013565
## permutational_ancova_cortical_thickness$SSAGA_Educ 1 0.0043 0.004301
## permutational_ancova_cortical_thickness$SSAGA_Income 7 0.0292 0.004168
## Residuals 298 4.5500 0.015268
## Iter Pr(Prob)
## permutational_ancova_cortical_thickness$Racial_identity 1570 0.06051 .
## permutational_ancova_cortical_thickness$Age_in_Yrs 5000 < 2e-16 ***
## permutational_ancova_cortical_thickness$Gender 135 0.42963
## permutational_ancova_cortical_thickness$SSAGA_Educ 51 0.76471
## permutational_ancova_cortical_thickness$SSAGA_Income 357 0.90476
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df R Sum Sq R Mean Sq
## permutational_ancova_cortical_thickness$Racial_identity 1 0.00235 0.002348
## permutational_ancova_cortical_thickness$Age_in_Yrs 1 0.03531 0.035308
## permutational_ancova_cortical_thickness$Gender 1 0.00188 0.001876
## permutational_ancova_cortical_thickness$SSAGA_Educ 1 0.00790 0.007904
## permutational_ancova_cortical_thickness$SSAGA_Income 7 0.03782 0.005403
## Residuals 298 2.79349 0.009374
## Iter Pr(Prob)
## permutational_ancova_cortical_thickness$Racial_identity 51 1.00000
## permutational_ancova_cortical_thickness$Age_in_Yrs 3237 0.03027 *
## permutational_ancova_cortical_thickness$Gender 172 0.37209
## permutational_ancova_cortical_thickness$SSAGA_Educ 69 0.59420
## permutational_ancova_cortical_thickness$SSAGA_Income 2090 0.88517
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df R Sum Sq R Mean Sq
## permutational_ancova_cortical_thickness$Racial_identity 1 0.0035 0.003546
## permutational_ancova_cortical_thickness$Age_in_Yrs 1 0.2596 0.259634
## permutational_ancova_cortical_thickness$Gender 1 0.0490 0.048976
## permutational_ancova_cortical_thickness$SSAGA_Educ 1 0.0061 0.006147
## permutational_ancova_cortical_thickness$SSAGA_Income 7 0.0230 0.003293
## Residuals 298 4.1212 0.013830
## Iter Pr(Prob)
## permutational_ancova_cortical_thickness$Racial_identity 51 0.6863
## permutational_ancova_cortical_thickness$Age_in_Yrs 5000 <2e-16 ***
## permutational_ancova_cortical_thickness$Gender 5000 0.0126 *
## permutational_ancova_cortical_thickness$SSAGA_Educ 565 0.1504
## permutational_ancova_cortical_thickness$SSAGA_Income 193 1.0000
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df R Sum Sq R Mean Sq
## permutational_ancova_cortical_thickness$Racial_identity 1 0.0513 0.051298
## permutational_ancova_cortical_thickness$Age_in_Yrs 1 0.1303 0.130278
## permutational_ancova_cortical_thickness$Gender 1 0.0082 0.008182
## permutational_ancova_cortical_thickness$SSAGA_Educ 1 0.0370 0.036954
## permutational_ancova_cortical_thickness$SSAGA_Income 7 0.0707 0.010104
## Residuals 298 3.3003 0.011075
## Iter Pr(Prob)
## permutational_ancova_cortical_thickness$Racial_identity 5000 0.00780 **
## permutational_ancova_cortical_thickness$Age_in_Yrs 5000 < 2e-16 ***
## permutational_ancova_cortical_thickness$Gender 227 0.30837
## permutational_ancova_cortical_thickness$SSAGA_Educ 3011 0.03222 *
## permutational_ancova_cortical_thickness$SSAGA_Income 2556 0.43075
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df R Sum Sq R Mean Sq
## permutational_ancova_cortical_thickness$Racial_identity 1 0.0402 0.04017
## permutational_ancova_cortical_thickness$Age_in_Yrs 1 0.6129 0.61286
## permutational_ancova_cortical_thickness$Gender 1 0.0144 0.01440
## permutational_ancova_cortical_thickness$SSAGA_Educ 1 0.0018 0.00181
## permutational_ancova_cortical_thickness$SSAGA_Income 7 0.1488 0.02125
## Residuals 298 10.6748 0.03582
## Iter Pr(Prob)
## permutational_ancova_cortical_thickness$Racial_identity 461 0.1800
## permutational_ancova_cortical_thickness$Age_in_Yrs 5000 <2e-16 ***
## permutational_ancova_cortical_thickness$Gender 51 1.0000
## permutational_ancova_cortical_thickness$SSAGA_Educ 51 0.7843
## permutational_ancova_cortical_thickness$SSAGA_Income 386 0.7228
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df R Sum Sq R Mean Sq
## permutational_ancova_cortical_thickness$Racial_identity 1 0.0031 0.00309
## permutational_ancova_cortical_thickness$Age_in_Yrs 1 0.1399 0.13986
## permutational_ancova_cortical_thickness$Gender 1 0.7425 0.74248
## permutational_ancova_cortical_thickness$SSAGA_Educ 1 0.1092 0.10924
## permutational_ancova_cortical_thickness$SSAGA_Income 7 0.5278 0.07540
## Residuals 298 18.9823 0.06370
## Iter Pr(Prob)
## permutational_ancova_cortical_thickness$Racial_identity 51 1.0000
## permutational_ancova_cortical_thickness$Age_in_Yrs 287 0.2613
## permutational_ancova_cortical_thickness$Gender 5000 0.0126 *
## permutational_ancova_cortical_thickness$SSAGA_Educ 266 0.2744
## permutational_ancova_cortical_thickness$SSAGA_Income 3578 0.2515
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df R Sum Sq R Mean Sq
## permutational_ancova_cortical_thickness$Racial_identity 1 0.1552 0.155244
## permutational_ancova_cortical_thickness$Age_in_Yrs 1 0.0950 0.094970
## permutational_ancova_cortical_thickness$Gender 1 0.0051 0.005112
## permutational_ancova_cortical_thickness$SSAGA_Educ 1 0.0017 0.001672
## permutational_ancova_cortical_thickness$SSAGA_Income 7 0.0382 0.005462
## Residuals 298 7.4825 0.025109
## Iter Pr(Prob)
## permutational_ancova_cortical_thickness$Racial_identity 4131 0.02372 *
## permutational_ancova_cortical_thickness$Age_in_Yrs 4007 0.02446 *
## permutational_ancova_cortical_thickness$Gender 51 1.00000
## permutational_ancova_cortical_thickness$SSAGA_Educ 51 1.00000
## permutational_ancova_cortical_thickness$SSAGA_Income 244 1.00000
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df R Sum Sq R Mean Sq
## permutational_ancova_cortical_thickness$Racial_identity 1 0.0398 0.03984
## permutational_ancova_cortical_thickness$Age_in_Yrs 1 0.1684 0.16839
## permutational_ancova_cortical_thickness$Gender 1 0.4772 0.47721
## permutational_ancova_cortical_thickness$SSAGA_Educ 1 0.0026 0.00258
## permutational_ancova_cortical_thickness$SSAGA_Income 7 0.0929 0.01327
## Residuals 298 4.7744 0.01602
## Iter Pr(Prob)
## permutational_ancova_cortical_thickness$Racial_identity 787 0.1131
## permutational_ancova_cortical_thickness$Age_in_Yrs 5000 <2e-16 ***
## permutational_ancova_cortical_thickness$Gender 5000 <2e-16 ***
## permutational_ancova_cortical_thickness$SSAGA_Educ 51 0.7647
## permutational_ancova_cortical_thickness$SSAGA_Income 3436 0.4627
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df R Sum Sq R Mean Sq
## permutational_ancova_cortical_thickness$Racial_identity 1 0.1738 0.173840
## permutational_ancova_cortical_thickness$Age_in_Yrs 1 0.0824 0.082426
## permutational_ancova_cortical_thickness$Gender 1 0.0428 0.042788
## permutational_ancova_cortical_thickness$SSAGA_Educ 1 0.0045 0.004495
## permutational_ancova_cortical_thickness$SSAGA_Income 7 0.0403 0.005753
## Residuals 298 5.4769 0.018379
## Iter Pr(Prob)
## permutational_ancova_cortical_thickness$Racial_identity 5000 < 2e-16 ***
## permutational_ancova_cortical_thickness$Age_in_Yrs 5000 0.01360 *
## permutational_ancova_cortical_thickness$Gender 1061 0.08671 .
## permutational_ancova_cortical_thickness$SSAGA_Educ 95 0.51579
## permutational_ancova_cortical_thickness$SSAGA_Income 336 1.00000
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df R Sum Sq R Mean Sq
## permutational_ancova_cortical_thickness$Racial_identity 1 0.0704 0.070386
## permutational_ancova_cortical_thickness$Age_in_Yrs 1 0.0094 0.009426
## permutational_ancova_cortical_thickness$Gender 1 0.0298 0.029821
## permutational_ancova_cortical_thickness$SSAGA_Educ 1 0.2617 0.261661
## permutational_ancova_cortical_thickness$SSAGA_Income 7 0.2356 0.033661
## Residuals 298 18.4808 0.062016
## Iter Pr(Prob)
## permutational_ancova_cortical_thickness$Racial_identity 51 0.8431
## permutational_ancova_cortical_thickness$Age_in_Yrs 51 0.7843
## permutational_ancova_cortical_thickness$Gender 145 0.4138
## permutational_ancova_cortical_thickness$SSAGA_Educ 2566 0.0378 *
## permutational_ancova_cortical_thickness$SSAGA_Income 306 0.6993
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df R Sum Sq R Mean Sq
## permutational_ancova_cortical_thickness$Racial_identity 1 0.0763 0.076273
## permutational_ancova_cortical_thickness$Age_in_Yrs 1 0.1869 0.186911
## permutational_ancova_cortical_thickness$Gender 1 0.0011 0.001135
## permutational_ancova_cortical_thickness$SSAGA_Educ 1 0.0016 0.001587
## permutational_ancova_cortical_thickness$SSAGA_Income 7 0.0491 0.007018
## Residuals 298 3.8964 0.013075
## Iter Pr(Prob)
## permutational_ancova_cortical_thickness$Racial_identity 426 0.1901
## permutational_ancova_cortical_thickness$Age_in_Yrs 5000 <2e-16 ***
## permutational_ancova_cortical_thickness$Gender 51 1.0000
## permutational_ancova_cortical_thickness$SSAGA_Educ 56 0.6429
## permutational_ancova_cortical_thickness$SSAGA_Income 761 0.7214
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df R Sum Sq R Mean Sq
## permutational_ancova_cortical_thickness$Racial_identity 1 0.0991 0.099124
## permutational_ancova_cortical_thickness$Age_in_Yrs 1 0.0136 0.013589
## permutational_ancova_cortical_thickness$Gender 1 0.0015 0.001498
## permutational_ancova_cortical_thickness$SSAGA_Educ 1 0.0392 0.039194
## permutational_ancova_cortical_thickness$SSAGA_Income 7 0.1396 0.019948
## Residuals 298 3.7689 0.012647
## Iter Pr(Prob)
## permutational_ancova_cortical_thickness$Racial_identity 2785 0.03483 *
## permutational_ancova_cortical_thickness$Age_in_Yrs 87 0.54023
## permutational_ancova_cortical_thickness$Gender 51 1.00000
## permutational_ancova_cortical_thickness$SSAGA_Educ 354 0.22034
## permutational_ancova_cortical_thickness$SSAGA_Income 899 0.26585
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df R Sum Sq R Mean Sq
## permutational_ancova_cortical_thickness$Racial_identity 1 0.6156 0.61563
## permutational_ancova_cortical_thickness$Age_in_Yrs 1 0.0236 0.02358
## permutational_ancova_cortical_thickness$Gender 1 0.0045 0.00450
## permutational_ancova_cortical_thickness$SSAGA_Educ 1 0.0133 0.01334
## permutational_ancova_cortical_thickness$SSAGA_Income 7 0.7408 0.10582
## Residuals 298 16.3553 0.05488
## Iter Pr(Prob)
## permutational_ancova_cortical_thickness$Racial_identity 5000 <2e-16 ***
## permutational_ancova_cortical_thickness$Age_in_Yrs 469 0.1770
## permutational_ancova_cortical_thickness$Gender 51 0.7059
## permutational_ancova_cortical_thickness$SSAGA_Educ 51 1.0000
## permutational_ancova_cortical_thickness$SSAGA_Income 5000 0.1038
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df R Sum Sq R Mean Sq
## permutational_ancova_cortical_thickness$Racial_identity 1 0.0513 0.051325
## permutational_ancova_cortical_thickness$Age_in_Yrs 1 0.0496 0.049555
## permutational_ancova_cortical_thickness$Gender 1 0.0005 0.000514
## permutational_ancova_cortical_thickness$SSAGA_Educ 1 0.0003 0.000269
## permutational_ancova_cortical_thickness$SSAGA_Income 7 0.1039 0.014843
## Residuals 298 3.6400 0.012215
## Iter Pr(Prob)
## permutational_ancova_cortical_thickness$Racial_identity 5000 0.00640 **
## permutational_ancova_cortical_thickness$Age_in_Yrs 2664 0.03641 *
## permutational_ancova_cortical_thickness$Gender 75 0.57333
## permutational_ancova_cortical_thickness$SSAGA_Educ 51 0.80392
## permutational_ancova_cortical_thickness$SSAGA_Income 656 0.24238
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df R Sum Sq R Mean Sq
## permutational_ancova_cortical_thickness$Racial_identity 1 0.06231 0.062305
## permutational_ancova_cortical_thickness$Age_in_Yrs 1 0.03365 0.033651
## permutational_ancova_cortical_thickness$Gender 1 0.01213 0.012134
## permutational_ancova_cortical_thickness$SSAGA_Educ 1 0.01609 0.016095
## permutational_ancova_cortical_thickness$SSAGA_Income 7 0.07096 0.010137
## Residuals 298 2.90604 0.009752
## Iter Pr(Prob)
## permutational_ancova_cortical_thickness$Racial_identity 1251 0.07434 .
## permutational_ancova_cortical_thickness$Age_in_Yrs 1763 0.05389 .
## permutational_ancova_cortical_thickness$Gender 51 0.88235
## permutational_ancova_cortical_thickness$SSAGA_Educ 463 0.17927
## permutational_ancova_cortical_thickness$SSAGA_Income 2688 0.36347
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df R Sum Sq R Mean Sq
## permutational_ancova_cortical_thickness$Racial_identity 1 0.0447 0.044653
## permutational_ancova_cortical_thickness$Age_in_Yrs 1 0.0272 0.027198
## permutational_ancova_cortical_thickness$Gender 1 0.0216 0.021565
## permutational_ancova_cortical_thickness$SSAGA_Educ 1 0.0000 0.000022
## permutational_ancova_cortical_thickness$SSAGA_Income 7 0.1198 0.017112
## Residuals 298 4.3375 0.014555
## Iter Pr(Prob)
## permutational_ancova_cortical_thickness$Racial_identity 2028 0.04734 *
## permutational_ancova_cortical_thickness$Age_in_Yrs 428 0.19159
## permutational_ancova_cortical_thickness$Gender 51 0.94118
## permutational_ancova_cortical_thickness$SSAGA_Educ 51 1.00000
## permutational_ancova_cortical_thickness$SSAGA_Income 743 0.53163
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df R Sum Sq R Mean Sq
## permutational_ancova_cortical_thickness$Racial_identity 1 0.0001 0.0000825
## permutational_ancova_cortical_thickness$Age_in_Yrs 1 0.0083 0.0082899
## permutational_ancova_cortical_thickness$Gender 1 0.0273 0.0273042
## permutational_ancova_cortical_thickness$SSAGA_Educ 1 0.0036 0.0035743
## permutational_ancova_cortical_thickness$SSAGA_Income 7 0.2104 0.0300542
## Residuals 298 9.3310 0.0313122
## Iter Pr(Prob)
## permutational_ancova_cortical_thickness$Racial_identity 51 0.6667
## permutational_ancova_cortical_thickness$Age_in_Yrs 51 1.0000
## permutational_ancova_cortical_thickness$Gender 280 0.2643
## permutational_ancova_cortical_thickness$SSAGA_Educ 51 1.0000
## permutational_ancova_cortical_thickness$SSAGA_Income 316 0.6361
## Residuals
## Component 1 :
## Df R Sum Sq R Mean Sq
## permutational_ancova_cortical_thickness$Racial_identity 1 0.2394 0.239410
## permutational_ancova_cortical_thickness$Age_in_Yrs 1 0.0286 0.028624
## permutational_ancova_cortical_thickness$Gender 1 0.0243 0.024277
## permutational_ancova_cortical_thickness$SSAGA_Educ 1 0.0036 0.003588
## permutational_ancova_cortical_thickness$SSAGA_Income 7 0.0496 0.007085
## Residuals 298 3.2503 0.010907
## Iter Pr(Prob)
## permutational_ancova_cortical_thickness$Racial_identity 5000 < 2e-16 ***
## permutational_ancova_cortical_thickness$Age_in_Yrs 1261 0.07375 .
## permutational_ancova_cortical_thickness$Gender 299 0.25084
## permutational_ancova_cortical_thickness$SSAGA_Educ 84 0.54762
## permutational_ancova_cortical_thickness$SSAGA_Income 2358 0.75318
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df R Sum Sq R Mean Sq
## permutational_ancova_cortical_thickness$Racial_identity 1 0.0246 0.024632
## permutational_ancova_cortical_thickness$Age_in_Yrs 1 0.2309 0.230894
## permutational_ancova_cortical_thickness$Gender 1 0.0327 0.032715
## permutational_ancova_cortical_thickness$SSAGA_Educ 1 0.0104 0.010432
## permutational_ancova_cortical_thickness$SSAGA_Income 7 0.0897 0.012817
## Residuals 298 4.7131 0.015816
## Iter Pr(Prob)
## permutational_ancova_cortical_thickness$Racial_identity 742 0.11995
## permutational_ancova_cortical_thickness$Age_in_Yrs 5000 < 2e-16 ***
## permutational_ancova_cortical_thickness$Gender 1632 0.05821 .
## permutational_ancova_cortical_thickness$SSAGA_Educ 51 1.00000
## permutational_ancova_cortical_thickness$SSAGA_Income 2738 0.66070
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df R Sum Sq R Mean Sq
## permutational_ancova_cortical_thickness$Racial_identity 1 0.1592 0.159240
## permutational_ancova_cortical_thickness$Age_in_Yrs 1 0.0375 0.037463
## permutational_ancova_cortical_thickness$Gender 1 0.0001 0.000065
## permutational_ancova_cortical_thickness$SSAGA_Educ 1 0.0018 0.001807
## permutational_ancova_cortical_thickness$SSAGA_Income 7 0.1649 0.023550
## Residuals 298 3.7998 0.012751
## Iter Pr(Prob)
## permutational_ancova_cortical_thickness$Racial_identity 5000 < 2e-16 ***
## permutational_ancova_cortical_thickness$Age_in_Yrs 2552 0.03801 *
## permutational_ancova_cortical_thickness$Gender 51 1.00000
## permutational_ancova_cortical_thickness$SSAGA_Educ 84 0.54762
## permutational_ancova_cortical_thickness$SSAGA_Income 2709 0.11406
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df R Sum Sq R Mean Sq
## permutational_ancova_cortical_thickness$Racial_identity 1 0.0391 0.039146
## permutational_ancova_cortical_thickness$Age_in_Yrs 1 0.1021 0.102084
## permutational_ancova_cortical_thickness$Gender 1 0.0232 0.023167
## permutational_ancova_cortical_thickness$SSAGA_Educ 1 0.0003 0.000260
## permutational_ancova_cortical_thickness$SSAGA_Income 7 0.0465 0.006646
## Residuals 298 5.8780 0.019725
## Iter Pr(Prob)
## permutational_ancova_cortical_thickness$Racial_identity 407 0.19902
## permutational_ancova_cortical_thickness$Age_in_Yrs 5000 0.00620 **
## permutational_ancova_cortical_thickness$Gender 1440 0.06528 .
## permutational_ancova_cortical_thickness$SSAGA_Educ 51 0.92157
## permutational_ancova_cortical_thickness$SSAGA_Income 163 1.00000
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df R Sum Sq R Mean Sq
## permutational_ancova_cortical_thickness$Racial_identity 1 0.1250 0.124953
## permutational_ancova_cortical_thickness$Age_in_Yrs 1 0.1439 0.143916
## permutational_ancova_cortical_thickness$Gender 1 0.0343 0.034336
## permutational_ancova_cortical_thickness$SSAGA_Educ 1 0.0120 0.012016
## permutational_ancova_cortical_thickness$SSAGA_Income 7 0.0575 0.008208
## Residuals 298 3.8431 0.012896
## Iter Pr(Prob)
## permutational_ancova_cortical_thickness$Racial_identity 5000 < 2e-16 ***
## permutational_ancova_cortical_thickness$Age_in_Yrs 5000 < 2e-16 ***
## permutational_ancova_cortical_thickness$Gender 1509 0.06229 .
## permutational_ancova_cortical_thickness$SSAGA_Educ 268 0.27239
## permutational_ancova_cortical_thickness$SSAGA_Income 429 0.59441
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df R Sum Sq R Mean Sq
## permutational_ancova_cortical_thickness$Racial_identity 1 0.1200 0.120014
## permutational_ancova_cortical_thickness$Age_in_Yrs 1 0.0309 0.030897
## permutational_ancova_cortical_thickness$Gender 1 0.0103 0.010289
## permutational_ancova_cortical_thickness$SSAGA_Educ 1 0.0145 0.014468
## permutational_ancova_cortical_thickness$SSAGA_Income 7 0.1810 0.025857
## Residuals 298 14.8963 0.049988
## Iter Pr(Prob)
## permutational_ancova_cortical_thickness$Racial_identity 990 0.09192 .
## permutational_ancova_cortical_thickness$Age_in_Yrs 83 0.55422
## permutational_ancova_cortical_thickness$Gender 51 0.76471
## permutational_ancova_cortical_thickness$SSAGA_Educ 72 0.58333
## permutational_ancova_cortical_thickness$SSAGA_Income 3131 0.79176
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df R Sum Sq R Mean Sq
## permutational_ancova_cortical_thickness$Racial_identity 1 0.0015 0.001500
## permutational_ancova_cortical_thickness$Age_in_Yrs 1 0.1056 0.105609
## permutational_ancova_cortical_thickness$Gender 1 0.0109 0.010887
## permutational_ancova_cortical_thickness$SSAGA_Educ 1 0.0111 0.011095
## permutational_ancova_cortical_thickness$SSAGA_Income 7 0.1065 0.015212
## Residuals 298 4.8717 0.016348
## Iter Pr(Prob)
## permutational_ancova_cortical_thickness$Racial_identity 51 0.68627
## permutational_ancova_cortical_thickness$Age_in_Yrs 4012 0.02443 *
## permutational_ancova_cortical_thickness$Gender 51 0.74510
## permutational_ancova_cortical_thickness$SSAGA_Educ 381 0.20997
## permutational_ancova_cortical_thickness$SSAGA_Income 627 0.52313
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df R Sum Sq R Mean Sq
## permutational_ancova_cortical_thickness$Racial_identity 1 0.0322 0.032200
## permutational_ancova_cortical_thickness$Age_in_Yrs 1 0.1619 0.161891
## permutational_ancova_cortical_thickness$Gender 1 0.0013 0.001347
## permutational_ancova_cortical_thickness$SSAGA_Educ 1 0.0037 0.003702
## permutational_ancova_cortical_thickness$SSAGA_Income 7 0.1615 0.023076
## Residuals 298 3.6683 0.012310
## Iter Pr(Prob)
## permutational_ancova_cortical_thickness$Racial_identity 767 0.11604
## permutational_ancova_cortical_thickness$Age_in_Yrs 5000 < 2e-16 ***
## permutational_ancova_cortical_thickness$Gender 51 0.82353
## permutational_ancova_cortical_thickness$SSAGA_Educ 51 0.96078
## permutational_ancova_cortical_thickness$SSAGA_Income 2514 0.08512 .
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df R Sum Sq R Mean Sq
## permutational_ancova_cortical_thickness$Racial_identity 1 0.0013 0.001339
## permutational_ancova_cortical_thickness$Age_in_Yrs 1 0.2921 0.292074
## permutational_ancova_cortical_thickness$Gender 1 0.0029 0.002874
## permutational_ancova_cortical_thickness$SSAGA_Educ 1 0.0082 0.008159
## permutational_ancova_cortical_thickness$SSAGA_Income 7 0.0620 0.008851
## Residuals 298 6.6897 0.022449
## Iter Pr(Prob)
## permutational_ancova_cortical_thickness$Racial_identity 74 0.5811
## permutational_ancova_cortical_thickness$Age_in_Yrs 5000 <2e-16 ***
## permutational_ancova_cortical_thickness$Gender 51 1.0000
## permutational_ancova_cortical_thickness$SSAGA_Educ 405 0.2000
## permutational_ancova_cortical_thickness$SSAGA_Income 230 0.9304
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df R Sum Sq R Mean Sq
## permutational_ancova_cortical_thickness$Racial_identity 1 0.0030 0.003019
## permutational_ancova_cortical_thickness$Age_in_Yrs 1 0.1460 0.145986
## permutational_ancova_cortical_thickness$Gender 1 0.0112 0.011211
## permutational_ancova_cortical_thickness$SSAGA_Educ 1 0.0202 0.020172
## permutational_ancova_cortical_thickness$SSAGA_Income 7 0.0599 0.008563
## Residuals 298 4.0420 0.013564
## Iter Pr(Prob)
## permutational_ancova_cortical_thickness$Racial_identity 386 0.20725
## permutational_ancova_cortical_thickness$Age_in_Yrs 5000 0.00800 **
## permutational_ancova_cortical_thickness$Gender 1326 0.07014 .
## permutational_ancova_cortical_thickness$SSAGA_Educ 299 0.25084
## permutational_ancova_cortical_thickness$SSAGA_Income 1648 0.46420
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df R Sum Sq R Mean Sq
## permutational_ancova_cortical_thickness$Racial_identity 1 0.0406 0.040610
## permutational_ancova_cortical_thickness$Age_in_Yrs 1 0.0316 0.031595
## permutational_ancova_cortical_thickness$Gender 1 0.0000 0.000035
## permutational_ancova_cortical_thickness$SSAGA_Educ 1 0.0132 0.013213
## permutational_ancova_cortical_thickness$SSAGA_Income 7 0.0677 0.009665
## Residuals 298 3.9253 0.013172
## Iter Pr(Prob)
## permutational_ancova_cortical_thickness$Racial_identity 141 0.41844
## permutational_ancova_cortical_thickness$Age_in_Yrs 471 0.17622
## permutational_ancova_cortical_thickness$Gender 51 1.00000
## permutational_ancova_cortical_thickness$SSAGA_Educ 1102 0.08348 .
## permutational_ancova_cortical_thickness$SSAGA_Income 1571 0.64990
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df R Sum Sq R Mean Sq
## permutational_ancova_cortical_thickness$Racial_identity 1 0.04399 0.043993
## permutational_ancova_cortical_thickness$Age_in_Yrs 1 0.04831 0.048313
## permutational_ancova_cortical_thickness$Gender 1 0.00267 0.002668
## permutational_ancova_cortical_thickness$SSAGA_Educ 1 0.00293 0.002929
## permutational_ancova_cortical_thickness$SSAGA_Income 7 0.05029 0.007184
## Residuals 298 2.81532 0.009447
## Iter Pr(Prob)
## permutational_ancova_cortical_thickness$Racial_identity 4660 0.02103 *
## permutational_ancova_cortical_thickness$Age_in_Yrs 5000 0.01340 *
## permutational_ancova_cortical_thickness$Gender 51 0.96078
## permutational_ancova_cortical_thickness$SSAGA_Educ 51 1.00000
## permutational_ancova_cortical_thickness$SSAGA_Income 1045 0.77321
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df R Sum Sq R Mean Sq
## permutational_ancova_cortical_thickness$Racial_identity 1 0.0001 0.000070
## permutational_ancova_cortical_thickness$Age_in_Yrs 1 0.1307 0.130742
## permutational_ancova_cortical_thickness$Gender 1 0.0340 0.033991
## permutational_ancova_cortical_thickness$SSAGA_Educ 1 0.0148 0.014774
## permutational_ancova_cortical_thickness$SSAGA_Income 7 0.2440 0.034863
## Residuals 298 7.8662 0.026397
## Iter Pr(Prob)
## permutational_ancova_cortical_thickness$Racial_identity 51 0.88235
## permutational_ancova_cortical_thickness$Age_in_Yrs 2471 0.03926 *
## permutational_ancova_cortical_thickness$Gender 61 0.62295
## permutational_ancova_cortical_thickness$SSAGA_Educ 51 0.82353
## permutational_ancova_cortical_thickness$SSAGA_Income 3637 0.19329
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df R Sum Sq R Mean Sq
## permutational_ancova_cortical_thickness$Racial_identity 1 0.0140 0.013984
## permutational_ancova_cortical_thickness$Age_in_Yrs 1 0.1128 0.112848
## permutational_ancova_cortical_thickness$Gender 1 0.0013 0.001302
## permutational_ancova_cortical_thickness$SSAGA_Educ 1 0.0006 0.000633
## permutational_ancova_cortical_thickness$SSAGA_Income 7 0.0904 0.012921
## Residuals 298 3.6244 0.012162
## Iter Pr(Prob)
## permutational_ancova_cortical_thickness$Racial_identity 159 0.3899
## permutational_ancova_cortical_thickness$Age_in_Yrs 5000 <2e-16 ***
## permutational_ancova_cortical_thickness$Gender 51 1.0000
## permutational_ancova_cortical_thickness$SSAGA_Educ 51 1.0000
## permutational_ancova_cortical_thickness$SSAGA_Income 4511 0.3811
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df R Sum Sq R Mean Sq
## permutational_ancova_cortical_thickness$Racial_identity 1 0.0123 0.012336
## permutational_ancova_cortical_thickness$Age_in_Yrs 1 0.0733 0.073277
## permutational_ancova_cortical_thickness$Gender 1 0.0003 0.000281
## permutational_ancova_cortical_thickness$SSAGA_Educ 1 0.0042 0.004227
## permutational_ancova_cortical_thickness$SSAGA_Income 7 0.1310 0.018708
## Residuals 298 3.5703 0.011981
## Iter Pr(Prob)
## permutational_ancova_cortical_thickness$Racial_identity 839 0.10727
## permutational_ancova_cortical_thickness$Age_in_Yrs 920 0.09891 .
## permutational_ancova_cortical_thickness$Gender 51 1.00000
## permutational_ancova_cortical_thickness$SSAGA_Educ 80 0.56250
## permutational_ancova_cortical_thickness$SSAGA_Income 3247 0.15460
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df R Sum Sq R Mean Sq
## permutational_ancova_cortical_thickness$Racial_identity 1 0.1528 0.152763
## permutational_ancova_cortical_thickness$Age_in_Yrs 1 0.1120 0.111997
## permutational_ancova_cortical_thickness$Gender 1 0.2361 0.236083
## permutational_ancova_cortical_thickness$SSAGA_Educ 1 0.0238 0.023767
## permutational_ancova_cortical_thickness$SSAGA_Income 7 0.1254 0.017916
## Residuals 298 10.0384 0.033686
## Iter Pr(Prob)
## permutational_ancova_cortical_thickness$Racial_identity 965 0.09430 .
## permutational_ancova_cortical_thickness$Age_in_Yrs 51 0.74510
## permutational_ancova_cortical_thickness$Gender 3918 0.02501 *
## permutational_ancova_cortical_thickness$SSAGA_Educ 51 0.82353
## permutational_ancova_cortical_thickness$SSAGA_Income 814 0.79484
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df R Sum Sq R Mean Sq
## permutational_ancova_cortical_thickness$Racial_identity 1 0.0323 0.032317
## permutational_ancova_cortical_thickness$Age_in_Yrs 1 0.2688 0.268848
## permutational_ancova_cortical_thickness$Gender 1 0.0211 0.021120
## permutational_ancova_cortical_thickness$SSAGA_Educ 1 0.0036 0.003565
## permutational_ancova_cortical_thickness$SSAGA_Income 7 0.0691 0.009870
## Residuals 298 3.6121 0.012121
## Iter Pr(Prob)
## permutational_ancova_cortical_thickness$Racial_identity 1282 0.07254 .
## permutational_ancova_cortical_thickness$Age_in_Yrs 5000 < 2e-16 ***
## permutational_ancova_cortical_thickness$Gender 379 0.21108
## permutational_ancova_cortical_thickness$SSAGA_Educ 65 0.61538
## permutational_ancova_cortical_thickness$SSAGA_Income 1924 0.50988
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df R Sum Sq R Mean Sq
## permutational_ancova_cortical_thickness$Racial_identity 1 0.0398 0.039757
## permutational_ancova_cortical_thickness$Age_in_Yrs 1 0.2423 0.242330
## permutational_ancova_cortical_thickness$Gender 1 0.0133 0.013300
## permutational_ancova_cortical_thickness$SSAGA_Educ 1 0.0016 0.001613
## permutational_ancova_cortical_thickness$SSAGA_Income 7 0.0691 0.009876
## Residuals 298 4.6874 0.015729
## Iter Pr(Prob)
## permutational_ancova_cortical_thickness$Racial_identity 3516 0.02787 *
## permutational_ancova_cortical_thickness$Age_in_Yrs 5000 < 2e-16 ***
## permutational_ancova_cortical_thickness$Gender 658 0.13222
## permutational_ancova_cortical_thickness$SSAGA_Educ 88 0.53409
## permutational_ancova_cortical_thickness$SSAGA_Income 1263 0.81473
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df R Sum Sq R Mean Sq
## permutational_ancova_cortical_thickness$Racial_identity 1 0.00673 0.0067256
## permutational_ancova_cortical_thickness$Age_in_Yrs 1 0.02323 0.0232336
## permutational_ancova_cortical_thickness$Gender 1 0.00131 0.0013080
## permutational_ancova_cortical_thickness$SSAGA_Educ 1 0.00346 0.0034645
## permutational_ancova_cortical_thickness$SSAGA_Income 7 0.05486 0.0078374
## Residuals 298 3.16132 0.0106084
## Iter Pr(Prob)
## permutational_ancova_cortical_thickness$Racial_identity 315 0.2413
## permutational_ancova_cortical_thickness$Age_in_Yrs 306 0.2484
## permutational_ancova_cortical_thickness$Gender 51 0.9020
## permutational_ancova_cortical_thickness$SSAGA_Educ 51 1.0000
## permutational_ancova_cortical_thickness$SSAGA_Income 911 0.5697
## Residuals
## Component 1 :
## Df R Sum Sq R Mean Sq
## permutational_ancova_cortical_thickness$Racial_identity 1 0.0003 0.000291
## permutational_ancova_cortical_thickness$Age_in_Yrs 1 0.2261 0.226097
## permutational_ancova_cortical_thickness$Gender 1 0.1284 0.128350
## permutational_ancova_cortical_thickness$SSAGA_Educ 1 0.0003 0.000282
## permutational_ancova_cortical_thickness$SSAGA_Income 7 0.0645 0.009214
## Residuals 298 4.2848 0.014379
## Iter Pr(Prob)
## permutational_ancova_cortical_thickness$Racial_identity 51 1.000
## permutational_ancova_cortical_thickness$Age_in_Yrs 5000 <2e-16 ***
## permutational_ancova_cortical_thickness$Gender 5000 <2e-16 ***
## permutational_ancova_cortical_thickness$SSAGA_Educ 51 1.000
## permutational_ancova_cortical_thickness$SSAGA_Income 1033 0.575
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df R Sum Sq R Mean Sq
## permutational_ancova_cortical_thickness$Racial_identity 1 0.0909 0.090906
## permutational_ancova_cortical_thickness$Age_in_Yrs 1 0.0964 0.096403
## permutational_ancova_cortical_thickness$Gender 1 0.0011 0.001116
## permutational_ancova_cortical_thickness$SSAGA_Educ 1 0.0022 0.002200
## permutational_ancova_cortical_thickness$SSAGA_Income 7 0.0261 0.003732
## Residuals 298 3.5402 0.011880
## Iter Pr(Prob)
## permutational_ancova_cortical_thickness$Racial_identity 5000 4e-03 **
## permutational_ancova_cortical_thickness$Age_in_Yrs 5000 2e-04 ***
## permutational_ancova_cortical_thickness$Gender 51 1e+00
## permutational_ancova_cortical_thickness$SSAGA_Educ 51 1e+00
## permutational_ancova_cortical_thickness$SSAGA_Income 196 1e+00
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df R Sum Sq R Mean Sq
## permutational_ancova_cortical_thickness$Racial_identity 1 0.0891 0.08906
## permutational_ancova_cortical_thickness$Age_in_Yrs 1 0.9510 0.95101
## permutational_ancova_cortical_thickness$Gender 1 0.0911 0.09109
## permutational_ancova_cortical_thickness$SSAGA_Educ 1 0.0035 0.00351
## permutational_ancova_cortical_thickness$SSAGA_Income 7 0.2560 0.03657
## Residuals 298 12.5220 0.04202
## Iter Pr(Prob)
## permutational_ancova_cortical_thickness$Racial_identity 51 0.7255
## permutational_ancova_cortical_thickness$Age_in_Yrs 5000 <2e-16 ***
## permutational_ancova_cortical_thickness$Gender 51 0.7451
## permutational_ancova_cortical_thickness$SSAGA_Educ 71 0.5915
## permutational_ancova_cortical_thickness$SSAGA_Income 1538 0.5975
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df R Sum Sq R Mean Sq
## permutational_ancova_cortical_thickness$Racial_identity 1 0.0484 0.048403
## permutational_ancova_cortical_thickness$Age_in_Yrs 1 0.2629 0.262893
## permutational_ancova_cortical_thickness$Gender 1 0.0656 0.065586
## permutational_ancova_cortical_thickness$SSAGA_Educ 1 0.2522 0.252194
## permutational_ancova_cortical_thickness$SSAGA_Income 7 0.3031 0.043294
## Residuals 298 23.0272 0.077273
## Iter Pr(Prob)
## permutational_ancova_cortical_thickness$Racial_identity 51 0.6863
## permutational_ancova_cortical_thickness$Age_in_Yrs 77 0.5714
## permutational_ancova_cortical_thickness$Gender 65 0.6154
## permutational_ancova_cortical_thickness$SSAGA_Educ 80 0.5625
## permutational_ancova_cortical_thickness$SSAGA_Income 408 0.6324
## Residuals
## Component 1 :
## Df R Sum Sq R Mean Sq
## permutational_ancova_cortical_thickness$Racial_identity 1 0.4618 0.46177
## permutational_ancova_cortical_thickness$Age_in_Yrs 1 0.1468 0.14683
## permutational_ancova_cortical_thickness$Gender 1 0.0099 0.00986
## permutational_ancova_cortical_thickness$SSAGA_Educ 1 0.0089 0.00889
## permutational_ancova_cortical_thickness$SSAGA_Income 7 0.2151 0.03072
## Residuals 298 8.6807 0.02913
## Iter Pr(Prob)
## permutational_ancova_cortical_thickness$Racial_identity 5000 <2e-16 ***
## permutational_ancova_cortical_thickness$Age_in_Yrs 51 0.7451
## permutational_ancova_cortical_thickness$Gender 63 0.6190
## permutational_ancova_cortical_thickness$SSAGA_Educ 51 1.0000
## permutational_ancova_cortical_thickness$SSAGA_Income 5000 0.3964
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df R Sum Sq R Mean Sq
## permutational_ancova_cortical_thickness$Racial_identity 1 0.0662 0.06624
## permutational_ancova_cortical_thickness$Age_in_Yrs 1 0.3335 0.33351
## permutational_ancova_cortical_thickness$Gender 1 0.2880 0.28801
## permutational_ancova_cortical_thickness$SSAGA_Educ 1 0.0589 0.05888
## permutational_ancova_cortical_thickness$SSAGA_Income 7 0.0731 0.01045
## Residuals 298 5.7653 0.01935
## Iter Pr(Prob)
## permutational_ancova_cortical_thickness$Racial_identity 1164 0.07990 .
## permutational_ancova_cortical_thickness$Age_in_Yrs 5000 < 2e-16 ***
## permutational_ancova_cortical_thickness$Gender 5000 < 2e-16 ***
## permutational_ancova_cortical_thickness$SSAGA_Educ 2763 0.03511 *
## permutational_ancova_cortical_thickness$SSAGA_Income 1675 0.86687
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Extraction of p-values of the permutational analysis (permutational_ancova_cortical_thickness_adjage_educ_income[,c("columns with cortical thickness data")]
set.seed(1234)
pvalues_modpermut_cortical_thikness_adjage_gender_educ_income <- sapply(permutational_ancova_cortical_thickness[,6:73], function(x) aovp(x ~ permutational_ancova_cortical_thickness$Racial_identity+ permutational_ancova_cortical_thickness$Age_in_Yrs+ permutational_ancova_cortical_thickness$Gender+ permutational_ancova_cortical_thickness$SSAGA_Educ+ permutational_ancova_cortical_thickness$SSAGA_Income)$perm$P)## [1] "Settings: unique SS : numeric variables centered"
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## Conversion of p-values in a data frame format
pvalues_permutation_multiple_comparisons_cortical_thickness <- as.data.frame(pvalues_modpermut_cortical_thikness_adjage_gender_educ_income) %>% slice(2)
pvalues_permutation_multiple_comparisons_cortical_thickness <-pvalues_permutation_multiple_comparisons_cortical_thickness %>% gather(key = "cortical_thickness", value = "permutation_pvalue")
## Execution of Holm-Bonferroni multiple comparison analysis
pvalues_permutation_multiple_comparisons_cortical_thickness$Holm =p.adjust(pvalues_permutation_multiple_comparisons_cortical_thickness$permutation_pvalue,method ="holm")| Brain cortical regions | permutation p-values | Holm |
|---|---|---|
| L_Bankssts_Thck | 0.0168000 | 0.8736 |
| L_Caudalanteriorcingulate_Thck | 0.0509383 | 1.0000 |
| L_Caudalmiddlefrontal_Thck | 0.1482759 | 1.0000 |
| L_Cuneus_Thck | 0.0000000 | 0.0000 |
| L_Entorhinal_Thck | 0.2035623 | 1.0000 |
| L_Fusiform_Thck | 0.0048000 | 0.2688 |
| L_Inferiorparietal_Thck | 0.0192000 | 0.9792 |
| L_Inferiortemporal_Thck | 0.1102941 | 1.0000 |
| L_Isthmuscingulate_Thck | 0.9803922 | 1.0000 |
| L_Lateraloccipital_Thck | 0.0000000 | 0.0000 |
| L_Lateralorbitofrontal_Thck | 1.0000000 | 1.0000 |
| L_Lingual_Thck | 0.0000000 | 0.0000 |
| L_Medialorbitofrontal_Thck | 0.1086957 | 1.0000 |
| L_Middletemporal_Thck | 0.0126000 | 0.6678 |
| L_Parahippocampal_Thck | 0.1100244 | 1.0000 |
| L_Paracentral_Thck | 0.7647059 | 1.0000 |
| L_Parsopercularis_Thck | 0.0825853 | 1.0000 |
| L_Parsorbitalis_Thck | 1.0000000 | 1.0000 |
| L_Parstriangularis_Thck | 0.9019608 | 1.0000 |
| L_Pericalcarine_Thck | 0.0000000 | 0.0000 |
| L_Postcentral_Thck | 0.0000000 | 0.0000 |
| L_Posteriorcingulate_Thck | 0.5050505 | 1.0000 |
| L_Precentral_Thck | 1.0000000 | 1.0000 |
| L_Precuneus_Thck | 0.3238095 | 1.0000 |
| L_Rostralanteriorcingulate_Thck | 0.5542169 | 1.0000 |
| L_Rostralmiddlefrontal_Thck | 0.0911824 | 1.0000 |
| L_Superiorfrontal_Thck | 0.0605096 | 1.0000 |
| L_Superiorparietal_Thck | 1.0000000 | 1.0000 |
| L_Superiortemporal_Thck | 0.6862745 | 1.0000 |
| L_Supramarginal_Thck | 0.0078000 | 0.4212 |
| L_Frontalpole_Thck | 0.1800434 | 1.0000 |
| L_Temporalpole_Thck | 1.0000000 | 1.0000 |
| L_Transversetemporal_Thck | 0.0237231 | 1.0000 |
| L_Insula_Thck | 0.1130877 | 1.0000 |
| R_Bankssts_Thck | 0.0000000 | 0.0000 |
| R_Caudalanteriorcingulate_Thck | 0.8431373 | 1.0000 |
| R_Caudalmiddlefrontal_Thck | 0.1901408 | 1.0000 |
| R_Cuneus_Thck | 0.0348294 | 1.0000 |
| R_Entorhinal_Thck | 0.0000000 | 0.0000 |
| R_Fusiform_Thck | 0.0064000 | 0.3520 |
| R_Inferiorparietal_Thck | 0.0743405 | 1.0000 |
| R_Inferiortemporal_Thck | 0.0473373 | 1.0000 |
| R_Isthmuscingulate_Thck | 0.6666667 | 1.0000 |
| R_Lateraloccipital_Thck | 0.0000000 | 0.0000 |
| R_Lateralorbitofrontal_Thck | 0.1199461 | 1.0000 |
| R_Lingual_Thck | 0.0000000 | 0.0000 |
| R_Medialorbitofrontal_Thck | 0.1990172 | 1.0000 |
| R_Middletemporal_Thck | 0.0000000 | 0.0000 |
| R_Parahippocampal_Thck | 0.0919192 | 1.0000 |
| R_Paracentral_Thck | 0.6862745 | 1.0000 |
| R_Parsopercularis_Thck | 0.1160365 | 1.0000 |
| R_Parsorbitalis_Thck | 0.5810811 | 1.0000 |
| R_Parstriangularis_Thck | 0.2072539 | 1.0000 |
| R_Pericalcarine_Thck | 0.4184397 | 1.0000 |
| R_Postcentral_Thck | 0.0210300 | 1.0000 |
| R_Posteriorcingulate_Thck | 0.8823529 | 1.0000 |
| R_Precentral_Thck | 0.3899371 | 1.0000 |
| R_Precuneus_Thck | 0.1072706 | 1.0000 |
| R_Rostralanteriorcingulate_Thck | 0.0943005 | 1.0000 |
| R_Rostralmiddlefrontal_Thck | 0.0725429 | 1.0000 |
| R_Superiorfrontal_Thck | 0.0278726 | 1.0000 |
| R_Superiorparietal_Thck | 0.2412698 | 1.0000 |
| R_Superiortemporal_Thck | 1.0000000 | 1.0000 |
| R_Supramarginal_Thck | 0.0040000 | 0.2280 |
| R_Frontalpole_Thck | 0.7254902 | 1.0000 |
| R_Temporalpole_Thck | 0.6862745 | 1.0000 |
| R_Transversetemporal_Thck | 0.0000000 | 0.0000 |
| R_Insula_Thck | 0.0798969 | 1.0000 |
## Warning: `fun.y` is deprecated. Use `fun` instead.
## Warning: Removed 2 rows containing missing values (geom_segment).
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set.seed(1234)
permutational_ancova_surface_area_adjage_educ_income <- lapply(permutational_ancova_surface_area[,6:73], function(x) aovp(x ~ permutational_ancova_surface_area$Racial_identity+ permutational_ancova_surface_area$Age_in_Yrs+ permutational_ancova_surface_area$Gender+ permutational_ancova_surface_area$SSAGA_Educ+ permutational_ancova_surface_area$SSAGA_Income))## [1] "Settings: unique SS : numeric variables centered"
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## Component 1 :
## Df R Sum Sq R Mean Sq Iter
## permutational_ancova_surface_area$Racial_identity 1 6201 6201 51
## permutational_ancova_surface_area$Age_in_Yrs 1 119594 119594 3915
## permutational_ancova_surface_area$Gender 1 1389530 1389530 5000
## permutational_ancova_surface_area$SSAGA_Educ 1 268795 268795 5000
## permutational_ancova_surface_area$SSAGA_Income 7 78059 11151 636
## Residuals 298 8994973 30184
## Pr(Prob)
## permutational_ancova_surface_area$Racial_identity 0.92157
## permutational_ancova_surface_area$Age_in_Yrs 0.02503 *
## permutational_ancova_surface_area$Gender < 2e-16 ***
## permutational_ancova_surface_area$SSAGA_Educ 0.00560 **
## permutational_ancova_surface_area$SSAGA_Income 0.79717
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df R Sum Sq R Mean Sq Iter
## permutational_ancova_surface_area$Racial_identity 1 8203 8203 175
## permutational_ancova_surface_area$Age_in_Yrs 1 13202 13202 471
## permutational_ancova_surface_area$Gender 1 369467 369467 5000
## permutational_ancova_surface_area$SSAGA_Educ 1 51700 51700 339
## permutational_ancova_surface_area$SSAGA_Income 7 109999 15714 5000
## Residuals 298 6002281 20142
## Pr(Prob)
## permutational_ancova_surface_area$Racial_identity 0.3657
## permutational_ancova_surface_area$Age_in_Yrs 0.1762
## permutational_ancova_surface_area$Gender <2e-16 ***
## permutational_ancova_surface_area$SSAGA_Educ 0.2301
## permutational_ancova_surface_area$SSAGA_Income 0.5338
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df R Sum Sq R Mean Sq Iter
## permutational_ancova_surface_area$Racial_identity 1 784319 784319 3393
## permutational_ancova_surface_area$Age_in_Yrs 1 165994 165994 444
## permutational_ancova_surface_area$Gender 1 5801465 5801465 5000
## permutational_ancova_surface_area$SSAGA_Educ 1 220673 220673 51
## permutational_ancova_surface_area$SSAGA_Income 7 207350 29621 121
## Residuals 298 48768727 163653
## Pr(Prob)
## permutational_ancova_surface_area$Racial_identity 0.02888 *
## permutational_ancova_surface_area$Age_in_Yrs 0.18468
## permutational_ancova_surface_area$Gender < 2e-16 ***
## permutational_ancova_surface_area$SSAGA_Educ 0.88235
## permutational_ancova_surface_area$SSAGA_Income 1.00000
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df R Sum Sq R Mean Sq Iter
## permutational_ancova_surface_area$Racial_identity 1 346176 346176 5000
## permutational_ancova_surface_area$Age_in_Yrs 1 78690 78690 200
## permutational_ancova_surface_area$Gender 1 2044304 2044304 5000
## permutational_ancova_surface_area$SSAGA_Educ 1 9190 9190 51
## permutational_ancova_surface_area$SSAGA_Income 7 228826 32689 1392
## Residuals 298 12773398 42864
## Pr(Prob)
## permutational_ancova_surface_area$Racial_identity <2e-16 ***
## permutational_ancova_surface_area$Age_in_Yrs 0.3350
## permutational_ancova_surface_area$Gender <2e-16 ***
## permutational_ancova_surface_area$SSAGA_Educ 1.0000
## permutational_ancova_surface_area$SSAGA_Income 0.5697
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df R Sum Sq R Mean Sq Iter
## permutational_ancova_surface_area$Racial_identity 1 56285 56285 5000
## permutational_ancova_surface_area$Age_in_Yrs 1 3555 3555 143
## permutational_ancova_surface_area$Gender 1 438389 438389 5000
## permutational_ancova_surface_area$SSAGA_Educ 1 28489 28489 4670
## permutational_ancova_surface_area$SSAGA_Income 7 31114 4445 353
## Residuals 298 2025598 6797
## Pr(Prob)
## permutational_ancova_surface_area$Racial_identity 0.00060 ***
## permutational_ancova_surface_area$Age_in_Yrs 0.41259
## permutational_ancova_surface_area$Gender < 2e-16 ***
## permutational_ancova_surface_area$SSAGA_Educ 0.02099 *
## permutational_ancova_surface_area$SSAGA_Income 0.90652
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df R Sum Sq R Mean Sq Iter
## permutational_ancova_surface_area$Racial_identity 1 411179 411179 1864
## permutational_ancova_surface_area$Age_in_Yrs 1 948340 948340 5000
## permutational_ancova_surface_area$Gender 1 13556687 13556687 5000
## permutational_ancova_surface_area$SSAGA_Educ 1 291627 291627 989
## permutational_ancova_surface_area$SSAGA_Income 7 1833401 261914 2246
## Residuals 298 49205583 165119
## Pr(Prob)
## permutational_ancova_surface_area$Racial_identity 0.05097 .
## permutational_ancova_surface_area$Age_in_Yrs < 2e-16 ***
## permutational_ancova_surface_area$Gender < 2e-16 ***
## permutational_ancova_surface_area$SSAGA_Educ 0.09201 .
## permutational_ancova_surface_area$SSAGA_Income 0.22573
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df R Sum Sq R Mean Sq Iter
## permutational_ancova_surface_area$Racial_identity 1 252508 252508 51
## permutational_ancova_surface_area$Age_in_Yrs 1 780616 780616 51
## permutational_ancova_surface_area$Gender 1 30581503 30581503 5000
## permutational_ancova_surface_area$SSAGA_Educ 1 1257370 1257370 2993
## permutational_ancova_surface_area$SSAGA_Income 7 2342200 334600 1226
## Residuals 298 111816074 375222
## Pr(Prob)
## permutational_ancova_surface_area$Racial_identity 1.00000
## permutational_ancova_surface_area$Age_in_Yrs 0.82353
## permutational_ancova_surface_area$Gender < 2e-16 ***
## permutational_ancova_surface_area$SSAGA_Educ 0.03241 *
## permutational_ancova_surface_area$SSAGA_Income 0.43067
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df R Sum Sq R Mean Sq Iter
## permutational_ancova_surface_area$Racial_identity 1 2936016 2936016 5000
## permutational_ancova_surface_area$Age_in_Yrs 1 1906269 1906269 5000
## permutational_ancova_surface_area$Gender 1 11707217 11707217 5000
## permutational_ancova_surface_area$SSAGA_Educ 1 155328 155328 557
## permutational_ancova_surface_area$SSAGA_Income 7 3990515 570074 5000
## Residuals 298 61892282 207692
## Pr(Prob)
## permutational_ancova_surface_area$Racial_identity <2e-16 ***
## permutational_ancova_surface_area$Age_in_Yrs 0.0008 ***
## permutational_ancova_surface_area$Gender <2e-16 ***
## permutational_ancova_surface_area$SSAGA_Educ 0.1526
## permutational_ancova_surface_area$SSAGA_Income 0.0002 ***
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df R Sum Sq R Mean Sq Iter
## permutational_ancova_surface_area$Racial_identity 1 64460 64460 72
## permutational_ancova_surface_area$Age_in_Yrs 1 351372 351372 549
## permutational_ancova_surface_area$Gender 1 2339304 2339304 5000
## permutational_ancova_surface_area$SSAGA_Educ 1 51277 51277 185
## permutational_ancova_surface_area$SSAGA_Income 7 706147 100878 849
## Residuals 298 39385761 132167
## Pr(Prob)
## permutational_ancova_surface_area$Racial_identity 0.5833
## permutational_ancova_surface_area$Age_in_Yrs 0.1548
## permutational_ancova_surface_area$Gender <2e-16 ***
## permutational_ancova_surface_area$SSAGA_Educ 0.3514
## permutational_ancova_surface_area$SSAGA_Income 0.6690
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df R Sum Sq R Mean Sq Iter
## permutational_ancova_surface_area$Racial_identity 1 4844765 4844765 5000
## permutational_ancova_surface_area$Age_in_Yrs 1 145399 145399 642
## permutational_ancova_surface_area$Gender 1 23403783 23403783 5000
## permutational_ancova_surface_area$SSAGA_Educ 1 235938 235938 609
## permutational_ancova_surface_area$SSAGA_Income 7 1123473 160496 1295
## Residuals 298 90495236 303675
## Pr(Prob)
## permutational_ancova_surface_area$Racial_identity <2e-16 ***
## permutational_ancova_surface_area$Age_in_Yrs 0.1355
## permutational_ancova_surface_area$Gender <2e-16 ***
## permutational_ancova_surface_area$SSAGA_Educ 0.1412
## permutational_ancova_surface_area$SSAGA_Income 0.7390
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df R Sum Sq R Mean Sq Iter
## permutational_ancova_surface_area$Racial_identity 1 922297 922297 5000
## permutational_ancova_surface_area$Age_in_Yrs 1 301232 301232 2835
## permutational_ancova_surface_area$Gender 1 3788924 3788924 5000
## permutational_ancova_surface_area$SSAGA_Educ 1 46186 46186 51
## permutational_ancova_surface_area$SSAGA_Income 7 918947 131278 5000
## Residuals 298 23487839 78818
## Pr(Prob)
## permutational_ancova_surface_area$Racial_identity < 2e-16 ***
## permutational_ancova_surface_area$Age_in_Yrs 0.03422 *
## permutational_ancova_surface_area$Gender < 2e-16 ***
## permutational_ancova_surface_area$SSAGA_Educ 0.98039
## permutational_ancova_surface_area$SSAGA_Income 0.10960
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df R Sum Sq R Mean Sq Iter
## permutational_ancova_surface_area$Racial_identity 1 3008551 3008551 5000
## permutational_ancova_surface_area$Age_in_Yrs 1 4183 4183 51
## permutational_ancova_surface_area$Gender 1 4893778 4893778 5000
## permutational_ancova_surface_area$SSAGA_Educ 1 203253 203253 556
## permutational_ancova_surface_area$SSAGA_Income 7 590323 84332 965
## Residuals 298 44405650 149012
## Pr(Prob)
## permutational_ancova_surface_area$Racial_identity <2e-16 ***
## permutational_ancova_surface_area$Age_in_Yrs 0.9020
## permutational_ancova_surface_area$Gender <2e-16 ***
## permutational_ancova_surface_area$SSAGA_Educ 0.1529
## permutational_ancova_surface_area$SSAGA_Income 0.6269
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df R Sum Sq R Mean Sq Iter
## permutational_ancova_surface_area$Racial_identity 1 103186 103186 278
## permutational_ancova_surface_area$Age_in_Yrs 1 3567 3567 51
## permutational_ancova_surface_area$Gender 1 4660556 4660556 5000
## permutational_ancova_surface_area$SSAGA_Educ 1 1264 1264 51
## permutational_ancova_surface_area$SSAGA_Income 7 724607 103515 5000
## Residuals 298 25663773 86120
## Pr(Prob)
## permutational_ancova_surface_area$Racial_identity 0.2662
## permutational_ancova_surface_area$Age_in_Yrs 1.0000
## permutational_ancova_surface_area$Gender <2e-16 ***
## permutational_ancova_surface_area$SSAGA_Educ 0.8235
## permutational_ancova_surface_area$SSAGA_Income 0.3108
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df R Sum Sq R Mean Sq Iter
## permutational_ancova_surface_area$Racial_identity 1 2104275 2104275 5000
## permutational_ancova_surface_area$Age_in_Yrs 1 1208497 1208497 5000
## permutational_ancova_surface_area$Gender 1 9482825 9482825 5000
## permutational_ancova_surface_area$SSAGA_Educ 1 518222 518222 758
## permutational_ancova_surface_area$SSAGA_Income 7 1361089 194441 2181
## Residuals 298 50589279 169763
## Pr(Prob)
## permutational_ancova_surface_area$Racial_identity <2e-16 ***
## permutational_ancova_surface_area$Age_in_Yrs <2e-16 ***
## permutational_ancova_surface_area$Gender <2e-16 ***
## permutational_ancova_surface_area$SSAGA_Educ 0.1174
## permutational_ancova_surface_area$SSAGA_Income 0.2471
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df R Sum Sq R Mean Sq Iter
## permutational_ancova_surface_area$Racial_identity 1 435 435 51
## permutational_ancova_surface_area$Age_in_Yrs 1 38238 38238 1513
## permutational_ancova_surface_area$Gender 1 361122 361122 5000
## permutational_ancova_surface_area$SSAGA_Educ 1 44028 44028 1779
## permutational_ancova_surface_area$SSAGA_Income 7 108100 15443 5000
## Residuals 298 4286953 14386
## Pr(Prob)
## permutational_ancova_surface_area$Racial_identity 0.86275
## permutational_ancova_surface_area$Age_in_Yrs 0.06213 .
## permutational_ancova_surface_area$Gender < 2e-16 ***
## permutational_ancova_surface_area$SSAGA_Educ 0.05340 .
## permutational_ancova_surface_area$SSAGA_Income 0.40720
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df R Sum Sq R Mean Sq Iter
## permutational_ancova_surface_area$Racial_identity 1 12056 12056 51
## permutational_ancova_surface_area$Age_in_Yrs 1 2059 2059 51
## permutational_ancova_surface_area$Gender 1 1079173 1079173 5000
## permutational_ancova_surface_area$SSAGA_Educ 1 2526 2526 51
## permutational_ancova_surface_area$SSAGA_Income 7 307158 43880 646
## Residuals 298 10445063 35051
## Pr(Prob)
## permutational_ancova_surface_area$Racial_identity 1.0000
## permutational_ancova_surface_area$Age_in_Yrs 0.9804
## permutational_ancova_surface_area$Gender <2e-16 ***
## permutational_ancova_surface_area$SSAGA_Educ 1.0000
## permutational_ancova_surface_area$SSAGA_Income 0.5604
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df R Sum Sq R Mean Sq Iter
## permutational_ancova_surface_area$Racial_identity 1 874601 874601 5000
## permutational_ancova_surface_area$Age_in_Yrs 1 76823 76823 98
## permutational_ancova_surface_area$Gender 1 2096772 2096772 5000
## permutational_ancova_surface_area$SSAGA_Educ 1 97 97 51
## permutational_ancova_surface_area$SSAGA_Income 7 999237 142748 2381
## Residuals 298 23340980 78325
## Pr(Prob)
## permutational_ancova_surface_area$Racial_identity <2e-16 ***
## permutational_ancova_surface_area$Age_in_Yrs 0.5102
## permutational_ancova_surface_area$Gender <2e-16 ***
## permutational_ancova_surface_area$SSAGA_Educ 1.0000
## permutational_ancova_surface_area$SSAGA_Income 0.1970
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df R Sum Sq R Mean Sq Iter
## permutational_ancova_surface_area$Racial_identity 1 23602 23602 5000
## permutational_ancova_surface_area$Age_in_Yrs 1 48043 48043 5000
## permutational_ancova_surface_area$Gender 1 208200 208200 5000
## permutational_ancova_surface_area$SSAGA_Educ 1 1338 1338 135
## permutational_ancova_surface_area$SSAGA_Income 7 35462 5066 539
## Residuals 298 1755289 5890
## Pr(Prob)
## permutational_ancova_surface_area$Racial_identity 0.0176 *
## permutational_ancova_surface_area$Age_in_Yrs 0.0032 **
## permutational_ancova_surface_area$Gender <2e-16 ***
## permutational_ancova_surface_area$SSAGA_Educ 0.4296
## permutational_ancova_surface_area$SSAGA_Income 0.5325
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df R Sum Sq R Mean Sq Iter
## permutational_ancova_surface_area$Racial_identity 1 44271 44271 51
## permutational_ancova_surface_area$Age_in_Yrs 1 170352 170352 5000
## permutational_ancova_surface_area$Gender 1 1281239 1281239 5000
## permutational_ancova_surface_area$SSAGA_Educ 1 22124 22124 51
## permutational_ancova_surface_area$SSAGA_Income 7 326836 46691 829
## Residuals 298 12776763 42875
## Pr(Prob)
## permutational_ancova_surface_area$Racial_identity 1.0000
## permutational_ancova_surface_area$Age_in_Yrs 0.0180 *
## permutational_ancova_surface_area$Gender <2e-16 ***
## permutational_ancova_surface_area$SSAGA_Educ 0.9412
## permutational_ancova_surface_area$SSAGA_Income 0.5838
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df R Sum Sq R Mean Sq Iter
## permutational_ancova_surface_area$Racial_identity 1 429218 429218 5000
## permutational_ancova_surface_area$Age_in_Yrs 1 10953 10953 225
## permutational_ancova_surface_area$Gender 1 1662354 1662354 5000
## permutational_ancova_surface_area$SSAGA_Educ 1 4015 4015 68
## permutational_ancova_surface_area$SSAGA_Income 7 81803 11686 141
## Residuals 298 17350955 58225
## Pr(Prob)
## permutational_ancova_surface_area$Racial_identity <2e-16 ***
## permutational_ancova_surface_area$Age_in_Yrs 0.3111
## permutational_ancova_surface_area$Gender <2e-16 ***
## permutational_ancova_surface_area$SSAGA_Educ 0.6029
## permutational_ancova_surface_area$SSAGA_Income 1.0000
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df R Sum Sq R Mean Sq Iter
## permutational_ancova_surface_area$Racial_identity 1 542957 542957 1916
## permutational_ancova_surface_area$Age_in_Yrs 1 414355 414355 582
## permutational_ancova_surface_area$Gender 1 14373065 14373065 5000
## permutational_ancova_surface_area$SSAGA_Educ 1 149422 149422 51
## permutational_ancova_surface_area$SSAGA_Income 7 3216005 459429 5000
## Residuals 298 59410141 199363
## Pr(Prob)
## permutational_ancova_surface_area$Racial_identity 0.0501 .
## permutational_ancova_surface_area$Age_in_Yrs 0.1478
## permutational_ancova_surface_area$Gender <2e-16 ***
## permutational_ancova_surface_area$SSAGA_Educ 1.0000
## permutational_ancova_surface_area$SSAGA_Income 0.0268 *
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df R Sum Sq R Mean Sq Iter
## permutational_ancova_surface_area$Racial_identity 1 10545 10545 254
## permutational_ancova_surface_area$Age_in_Yrs 1 26130 26130 888
## permutational_ancova_surface_area$Gender 1 1326016 1326016 5000
## permutational_ancova_surface_area$SSAGA_Educ 1 176353 176353 51
## permutational_ancova_surface_area$SSAGA_Income 7 218189 31170 2791
## Residuals 298 8543565 28670
## Pr(Prob)
## permutational_ancova_surface_area$Racial_identity 0.2835
## permutational_ancova_surface_area$Age_in_Yrs 0.1014
## permutational_ancova_surface_area$Gender <2e-16 ***
## permutational_ancova_surface_area$SSAGA_Educ 0.6667
## permutational_ancova_surface_area$SSAGA_Income 0.3554
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df R Sum Sq R Mean Sq Iter
## permutational_ancova_surface_area$Racial_identity 1 1438438 1438438 1358
## permutational_ancova_surface_area$Age_in_Yrs 1 232591 232591 98
## permutational_ancova_surface_area$Gender 1 19205577 19205577 5000
## permutational_ancova_surface_area$SSAGA_Educ 1 353425 353425 631
## permutational_ancova_surface_area$SSAGA_Income 7 1740530 248647 897
## Residuals 298 95124586 319210
## Pr(Prob)
## permutational_ancova_surface_area$Racial_identity 0.06922 .
## permutational_ancova_surface_area$Age_in_Yrs 0.51020
## permutational_ancova_surface_area$Gender < 2e-16 ***
## permutational_ancova_surface_area$SSAGA_Educ 0.13788
## permutational_ancova_surface_area$SSAGA_Income 0.52620
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df R Sum Sq R Mean Sq Iter
## permutational_ancova_surface_area$Racial_identity 1 1859720 1859720 5000
## permutational_ancova_surface_area$Age_in_Yrs 1 1645968 1645968 5000
## permutational_ancova_surface_area$Gender 1 14611649 14611649 5000
## permutational_ancova_surface_area$SSAGA_Educ 1 317674 317674 1148
## permutational_ancova_surface_area$SSAGA_Income 7 3397125 485304 5000
## Residuals 298 60563211 203232
## Pr(Prob)
## permutational_ancova_surface_area$Racial_identity < 2e-16 ***
## permutational_ancova_surface_area$Age_in_Yrs 0.01120 *
## permutational_ancova_surface_area$Gender < 2e-16 ***
## permutational_ancova_surface_area$SSAGA_Educ 0.08014 .
## permutational_ancova_surface_area$SSAGA_Income 0.00540 **
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df R Sum Sq R Mean Sq Iter
## permutational_ancova_surface_area$Racial_identity 1 47434 47434 515
## permutational_ancova_surface_area$Age_in_Yrs 1 29693 29693 415
## permutational_ancova_surface_area$Gender 1 977525 977525 5000
## permutational_ancova_surface_area$SSAGA_Educ 1 121124 121124 869
## permutational_ancova_surface_area$SSAGA_Income 7 266472 38067 5000
## Residuals 298 7301789 24503
## Pr(Prob)
## permutational_ancova_surface_area$Racial_identity 0.1631
## permutational_ancova_surface_area$Age_in_Yrs 0.1952
## permutational_ancova_surface_area$Gender <2e-16 ***
## permutational_ancova_surface_area$SSAGA_Educ 0.1036
## permutational_ancova_surface_area$SSAGA_Income 0.1836
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df R Sum Sq R Mean Sq Iter
## permutational_ancova_surface_area$Racial_identity 1 1201324 1201324 753
## permutational_ancova_surface_area$Age_in_Yrs 1 759724 759724 290
## permutational_ancova_surface_area$Gender 1 44856922 44856922 5000
## permutational_ancova_surface_area$SSAGA_Educ 1 267723 267723 260
## permutational_ancova_surface_area$SSAGA_Income 7 5172168 738881 4136
## Residuals 298 161391137 541581
## Pr(Prob)
## permutational_ancova_surface_area$Racial_identity 0.1182
## permutational_ancova_surface_area$Age_in_Yrs 0.2586
## permutational_ancova_surface_area$Gender <2e-16 ***
## permutational_ancova_surface_area$SSAGA_Educ 0.2808
## permutational_ancova_surface_area$SSAGA_Income 0.2437
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df R Sum Sq R Mean Sq Iter
## permutational_ancova_surface_area$Racial_identity 1 7857012 7857012 5000
## permutational_ancova_surface_area$Age_in_Yrs 1 3906830 3906830 5000
## permutational_ancova_surface_area$Gender 1 44808931 44808931 5000
## permutational_ancova_surface_area$SSAGA_Educ 1 218063 218063 136
## permutational_ancova_surface_area$SSAGA_Income 7 6792908 970415 1967
## Residuals 298 203156708 681734
## Pr(Prob)
## permutational_ancova_surface_area$Racial_identity 0.0030 **
## permutational_ancova_surface_area$Age_in_Yrs 0.0142 *
## permutational_ancova_surface_area$Gender <2e-16 ***
## permutational_ancova_surface_area$SSAGA_Educ 0.4265
## permutational_ancova_surface_area$SSAGA_Income 0.2623
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df R Sum Sq R Mean Sq Iter
## permutational_ancova_surface_area$Racial_identity 1 7142713 7142713 5000
## permutational_ancova_surface_area$Age_in_Yrs 1 2463259 2463259 5000
## permutational_ancova_surface_area$Gender 1 19092284 19092284 5000
## permutational_ancova_surface_area$SSAGA_Educ 1 533532 533532 102
## permutational_ancova_surface_area$SSAGA_Income 7 8684268 1240610 5000
## Residuals 298 128048263 429692
## Pr(Prob)
## permutational_ancova_surface_area$Racial_identity 0.0102 *
## permutational_ancova_surface_area$Age_in_Yrs 0.0026 **
## permutational_ancova_surface_area$Gender <2e-16 ***
## permutational_ancova_surface_area$SSAGA_Educ 0.5000
## permutational_ancova_surface_area$SSAGA_Income 0.0074 **
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df R Sum Sq R Mean Sq Iter
## permutational_ancova_surface_area$Racial_identity 1 267517 267517 618
## permutational_ancova_surface_area$Age_in_Yrs 1 249143 249143 559
## permutational_ancova_surface_area$Gender 1 14959724 14959724 5000
## permutational_ancova_surface_area$SSAGA_Educ 1 641389 641389 2962
## permutational_ancova_surface_area$SSAGA_Income 7 1325891 189413 632
## Residuals 298 50839831 170603
## Pr(Prob)
## permutational_ancova_surface_area$Racial_identity 0.14078
## permutational_ancova_surface_area$Age_in_Yrs 0.15206
## permutational_ancova_surface_area$Gender < 2e-16 ***
## permutational_ancova_surface_area$SSAGA_Educ 0.03275 *
## permutational_ancova_surface_area$SSAGA_Income 0.94620
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df R Sum Sq R Mean Sq Iter
## permutational_ancova_surface_area$Racial_identity 1 671939 671939 777
## permutational_ancova_surface_area$Age_in_Yrs 1 921912 921912 1656
## permutational_ancova_surface_area$Gender 1 27446871 27446871 5000
## permutational_ancova_surface_area$SSAGA_Educ 1 2037163 2037163 1663
## permutational_ancova_surface_area$SSAGA_Income 7 4319708 617101 5000
## Residuals 298 82339975 276309
## Pr(Prob)
## permutational_ancova_surface_area$Racial_identity 0.11454
## permutational_ancova_surface_area$Age_in_Yrs 0.05737 .
## permutational_ancova_surface_area$Gender < 2e-16 ***
## permutational_ancova_surface_area$SSAGA_Educ 0.05713 .
## permutational_ancova_surface_area$SSAGA_Income 0.02080 *
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df R Sum Sq R Mean Sq Iter
## permutational_ancova_surface_area$Racial_identity 1 1881 1881 51
## permutational_ancova_surface_area$Age_in_Yrs 1 40 40 51
## permutational_ancova_surface_area$Gender 1 40461 40461 5000
## permutational_ancova_surface_area$SSAGA_Educ 1 403 403 75
## permutational_ancova_surface_area$SSAGA_Income 7 16962 2423 5000
## Residuals 298 287560 965
## Pr(Prob)
## permutational_ancova_surface_area$Racial_identity 1.0000
## permutational_ancova_surface_area$Age_in_Yrs 0.9216
## permutational_ancova_surface_area$Gender <2e-16 ***
## permutational_ancova_surface_area$SSAGA_Educ 0.5733
## permutational_ancova_surface_area$SSAGA_Income <2e-16 ***
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df R Sum Sq R Mean Sq Iter
## permutational_ancova_surface_area$Racial_identity 1 15465 15465 485
## permutational_ancova_surface_area$Age_in_Yrs 1 90 90 51
## permutational_ancova_surface_area$Gender 1 190088 190088 5000
## permutational_ancova_surface_area$SSAGA_Educ 1 16911 16911 5000
## permutational_ancova_surface_area$SSAGA_Income 7 17283 2469 280
## Residuals 298 914834 3070
## Pr(Prob)
## permutational_ancova_surface_area$Racial_identity 0.1711
## permutational_ancova_surface_area$Age_in_Yrs 0.9020
## permutational_ancova_surface_area$Gender <2e-16 ***
## permutational_ancova_surface_area$SSAGA_Educ 0.0136 *
## permutational_ancova_surface_area$SSAGA_Income 0.9536
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df R Sum Sq R Mean Sq Iter
## permutational_ancova_surface_area$Racial_identity 1 34 34 51
## permutational_ancova_surface_area$Age_in_Yrs 1 7524 7524 348
## permutational_ancova_surface_area$Gender 1 155731 155731 5000
## permutational_ancova_surface_area$SSAGA_Educ 1 263 263 75
## permutational_ancova_surface_area$SSAGA_Income 7 40575 5796 2801
## Residuals 298 1807951 6067
## Pr(Prob)
## permutational_ancova_surface_area$Racial_identity 1.0000
## permutational_ancova_surface_area$Age_in_Yrs 0.2241
## permutational_ancova_surface_area$Gender <2e-16 ***
## permutational_ancova_surface_area$SSAGA_Educ 0.5733
## permutational_ancova_surface_area$SSAGA_Income 0.3517
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df R Sum Sq R Mean Sq Iter
## permutational_ancova_surface_area$Racial_identity 1 210213 210213 3590
## permutational_ancova_surface_area$Age_in_Yrs 1 20622 20622 68
## permutational_ancova_surface_area$Gender 1 3038335 3038335 5000
## permutational_ancova_surface_area$SSAGA_Educ 1 388874 388874 5000
## permutational_ancova_surface_area$SSAGA_Income 7 701534 100219 1069
## Residuals 298 19313095 64809
## Pr(Prob)
## permutational_ancova_surface_area$Racial_identity 0.0273 *
## permutational_ancova_surface_area$Age_in_Yrs 0.6029
## permutational_ancova_surface_area$Gender <2e-16 ***
## permutational_ancova_surface_area$SSAGA_Educ <2e-16 ***
## permutational_ancova_surface_area$SSAGA_Income 0.0898 .
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df R Sum Sq R Mean Sq Iter
## permutational_ancova_surface_area$Racial_identity 1 41545 41545 911
## permutational_ancova_surface_area$Age_in_Yrs 1 110206 110206 5000
## permutational_ancova_surface_area$Gender 1 746347 746347 5000
## permutational_ancova_surface_area$SSAGA_Educ 1 56981 56981 1233
## permutational_ancova_surface_area$SSAGA_Income 7 137818 19688 1253
## Residuals 298 6681585 22421
## Pr(Prob)
## permutational_ancova_surface_area$Racial_identity 0.09989 .
## permutational_ancova_surface_area$Age_in_Yrs 0.00920 **
## permutational_ancova_surface_area$Gender < 2e-16 ***
## permutational_ancova_surface_area$SSAGA_Educ 0.07543 .
## permutational_ancova_surface_area$SSAGA_Income 0.43895
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df R Sum Sq R Mean Sq Iter
## permutational_ancova_surface_area$Racial_identity 1 139226 139226 1563
## permutational_ancova_surface_area$Age_in_Yrs 1 6392 6392 51
## permutational_ancova_surface_area$Gender 1 395626 395626 5000
## permutational_ancova_surface_area$SSAGA_Educ 1 134642 134642 705
## permutational_ancova_surface_area$SSAGA_Income 7 151368 21624 220
## Residuals 298 15906502 53378
## Pr(Prob)
## permutational_ancova_surface_area$Racial_identity 0.06014 .
## permutational_ancova_surface_area$Age_in_Yrs 0.86275
## permutational_ancova_surface_area$Gender < 2e-16 ***
## permutational_ancova_surface_area$SSAGA_Educ 0.12482
## permutational_ancova_surface_area$SSAGA_Income 0.91364
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df R Sum Sq R Mean Sq Iter
## permutational_ancova_surface_area$Racial_identity 1 1691749 1691749 5000
## permutational_ancova_surface_area$Age_in_Yrs 1 310214 310214 455
## permutational_ancova_surface_area$Gender 1 3534670 3534670 5000
## permutational_ancova_surface_area$SSAGA_Educ 1 66547 66547 51
## permutational_ancova_surface_area$SSAGA_Income 7 707585 101084 1132
## Residuals 298 47960288 160941
## Pr(Prob)
## permutational_ancova_surface_area$Racial_identity <2e-16 ***
## permutational_ancova_surface_area$Age_in_Yrs 0.1802
## permutational_ancova_surface_area$Gender <2e-16 ***
## permutational_ancova_surface_area$SSAGA_Educ 0.6667
## permutational_ancova_surface_area$SSAGA_Income 0.5097
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df R Sum Sq R Mean Sq Iter
## permutational_ancova_surface_area$Racial_identity 1 668887 668887 5000
## permutational_ancova_surface_area$Age_in_Yrs 1 15180 15180 51
## permutational_ancova_surface_area$Gender 1 1889561 1889561 5000
## permutational_ancova_surface_area$SSAGA_Educ 1 105856 105856 2262
## permutational_ancova_surface_area$SSAGA_Income 7 268976 38425 5000
## Residuals 298 14876594 49921
## Pr(Prob)
## permutational_ancova_surface_area$Racial_identity < 2e-16 ***
## permutational_ancova_surface_area$Age_in_Yrs 0.92157
## permutational_ancova_surface_area$Gender < 2e-16 ***
## permutational_ancova_surface_area$SSAGA_Educ 0.04244 *
## permutational_ancova_surface_area$SSAGA_Income 0.66020
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df R Sum Sq R Mean Sq Iter
## permutational_ancova_surface_area$Racial_identity 1 13148 13148 72
## permutational_ancova_surface_area$Age_in_Yrs 1 667 667 51
## permutational_ancova_surface_area$Gender 1 253227 253227 5000
## permutational_ancova_surface_area$SSAGA_Educ 1 2537 2537 122
## permutational_ancova_surface_area$SSAGA_Income 7 20863 2980 389
## Residuals 298 2001183 6715
## Pr(Prob)
## permutational_ancova_surface_area$Racial_identity 0.5833
## permutational_ancova_surface_area$Age_in_Yrs 1.0000
## permutational_ancova_surface_area$Gender <2e-16 ***
## permutational_ancova_surface_area$SSAGA_Educ 0.4508
## permutational_ancova_surface_area$SSAGA_Income 0.8638
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df R Sum Sq R Mean Sq Iter
## permutational_ancova_surface_area$Racial_identity 1 1737712 1737712 5000
## permutational_ancova_surface_area$Age_in_Yrs 1 1212789 1212789 5000
## permutational_ancova_surface_area$Gender 1 14182566 14182566 5000
## permutational_ancova_surface_area$SSAGA_Educ 1 450915 450915 51
## permutational_ancova_surface_area$SSAGA_Income 7 2407934 343991 5000
## Residuals 298 50445194 169279
## Pr(Prob)
## permutational_ancova_surface_area$Racial_identity <2e-16 ***
## permutational_ancova_surface_area$Age_in_Yrs 0.0150 *
## permutational_ancova_surface_area$Gender <2e-16 ***
## permutational_ancova_surface_area$SSAGA_Educ 1.0000
## permutational_ancova_surface_area$SSAGA_Income 0.0336 *
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df R Sum Sq R Mean Sq Iter
## permutational_ancova_surface_area$Racial_identity 1 855404 855404 450
## permutational_ancova_surface_area$Age_in_Yrs 1 3087218 3087218 5000
## permutational_ancova_surface_area$Gender 1 42657405 42657405 5000
## permutational_ancova_surface_area$SSAGA_Educ 1 1383685 1383685 4558
## permutational_ancova_surface_area$SSAGA_Income 7 1958633 279805 836
## Residuals 298 143147039 480359
## Pr(Prob)
## permutational_ancova_surface_area$Racial_identity 0.1822
## permutational_ancova_surface_area$Age_in_Yrs 0.0036 **
## permutational_ancova_surface_area$Gender <2e-16 ***
## permutational_ancova_surface_area$SSAGA_Educ 0.0215 *
## permutational_ancova_surface_area$SSAGA_Income 0.6543
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df R Sum Sq R Mean Sq Iter
## permutational_ancova_surface_area$Racial_identity 1 1989141 1989141 5000
## permutational_ancova_surface_area$Age_in_Yrs 1 533868 533868 1355
## permutational_ancova_surface_area$Gender 1 14132489 14132489 5000
## permutational_ancova_surface_area$SSAGA_Educ 1 254349 254349 468
## permutational_ancova_surface_area$SSAGA_Income 7 1652238 236034 2104
## Residuals 298 58551648 196482
## Pr(Prob)
## permutational_ancova_surface_area$Racial_identity < 2e-16 ***
## permutational_ancova_surface_area$Age_in_Yrs 0.06937 .
## permutational_ancova_surface_area$Gender < 2e-16 ***
## permutational_ancova_surface_area$SSAGA_Educ 0.17735
## permutational_ancova_surface_area$SSAGA_Income 0.37500
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df R Sum Sq R Mean Sq Iter
## permutational_ancova_surface_area$Racial_identity 1 71229 71229 587
## permutational_ancova_surface_area$Age_in_Yrs 1 118694 118694 668
## permutational_ancova_surface_area$Gender 1 1211958 1211958 5000
## permutational_ancova_surface_area$SSAGA_Educ 1 33577 33577 95
## permutational_ancova_surface_area$SSAGA_Income 7 222276 31754 1028
## Residuals 298 8639130 28990
## Pr(Prob)
## permutational_ancova_surface_area$Racial_identity 0.1465
## permutational_ancova_surface_area$Age_in_Yrs 0.1302
## permutational_ancova_surface_area$Gender <2e-16 ***
## permutational_ancova_surface_area$SSAGA_Educ 0.5158
## permutational_ancova_surface_area$SSAGA_Income 0.4309
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df R Sum Sq R Mean Sq Iter
## permutational_ancova_surface_area$Racial_identity 1 5181990 5181990 5000
## permutational_ancova_surface_area$Age_in_Yrs 1 517014 517014 675
## permutational_ancova_surface_area$Gender 1 19051168 19051168 5000
## permutational_ancova_surface_area$SSAGA_Educ 1 154797 154797 279
## permutational_ancova_surface_area$SSAGA_Income 7 1624019 232003 618
## Residuals 298 89660407 300874
## Pr(Prob)
## permutational_ancova_surface_area$Racial_identity <2e-16 ***
## permutational_ancova_surface_area$Age_in_Yrs 0.1304
## permutational_ancova_surface_area$Gender <2e-16 ***
## permutational_ancova_surface_area$SSAGA_Educ 0.2652
## permutational_ancova_surface_area$SSAGA_Income 0.8285
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df R Sum Sq R Mean Sq Iter
## permutational_ancova_surface_area$Racial_identity 1 317631 317631 3881
## permutational_ancova_surface_area$Age_in_Yrs 1 260530 260530 1581
## permutational_ancova_surface_area$Gender 1 4578497 4578497 5000
## permutational_ancova_surface_area$SSAGA_Educ 1 221165 221165 405
## permutational_ancova_surface_area$SSAGA_Income 7 641272 91610 5000
## Residuals 298 23860948 80070
## Pr(Prob)
## permutational_ancova_surface_area$Racial_identity 0.02525 *
## permutational_ancova_surface_area$Age_in_Yrs 0.06009 .
## permutational_ancova_surface_area$Gender < 2e-16 ***
## permutational_ancova_surface_area$SSAGA_Educ 0.20000
## permutational_ancova_surface_area$SSAGA_Income 0.20400
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df R Sum Sq R Mean Sq Iter
## permutational_ancova_surface_area$Racial_identity 1 1370853 1370853 5000
## permutational_ancova_surface_area$Age_in_Yrs 1 103682 103682 224
## permutational_ancova_surface_area$Gender 1 8028795 8028795 5000
## permutational_ancova_surface_area$SSAGA_Educ 1 155340 155340 209
## permutational_ancova_surface_area$SSAGA_Income 7 502474 71782 416
## Residuals 298 45585704 152972
## Pr(Prob)
## permutational_ancova_surface_area$Racial_identity 0.0022 **
## permutational_ancova_surface_area$Age_in_Yrs 0.3125
## permutational_ancova_surface_area$Gender <2e-16 ***
## permutational_ancova_surface_area$SSAGA_Educ 0.3254
## permutational_ancova_surface_area$SSAGA_Income 0.8846
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df R Sum Sq R Mean Sq Iter
## permutational_ancova_surface_area$Racial_identity 1 230592 230592 5000
## permutational_ancova_surface_area$Age_in_Yrs 1 122069 122069 393
## permutational_ancova_surface_area$Gender 1 2355780 2355780 5000
## permutational_ancova_surface_area$SSAGA_Educ 1 224269 224269 2528
## permutational_ancova_surface_area$SSAGA_Income 7 526016 75145 3363
## Residuals 298 14182549 47592
## Pr(Prob)
## permutational_ancova_surface_area$Racial_identity 0.00540 **
## permutational_ancova_surface_area$Age_in_Yrs 0.20356
## permutational_ancova_surface_area$Gender < 2e-16 ***
## permutational_ancova_surface_area$SSAGA_Educ 0.03837 *
## permutational_ancova_surface_area$SSAGA_Income 0.10734
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df R Sum Sq R Mean Sq Iter
## permutational_ancova_surface_area$Racial_identity 1 2011552 2011552 5000
## permutational_ancova_surface_area$Age_in_Yrs 1 868823 868823 5000
## permutational_ancova_surface_area$Gender 1 10640108 10640108 5000
## permutational_ancova_surface_area$SSAGA_Educ 1 766745 766745 3361
## permutational_ancova_surface_area$SSAGA_Income 7 1161871 165982 363
## Residuals 298 51768610 173720
## Pr(Prob)
## permutational_ancova_surface_area$Racial_identity < 2e-16 ***
## permutational_ancova_surface_area$Age_in_Yrs 0.00340 **
## permutational_ancova_surface_area$Gender < 2e-16 ***
## permutational_ancova_surface_area$SSAGA_Educ 0.02916 *
## permutational_ancova_surface_area$SSAGA_Income 0.82920
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df R Sum Sq R Mean Sq Iter
## permutational_ancova_surface_area$Racial_identity 1 9021 9021 145
## permutational_ancova_surface_area$Age_in_Yrs 1 26730 26730 605
## permutational_ancova_surface_area$Gender 1 279076 279076 5000
## permutational_ancova_surface_area$SSAGA_Educ 1 72255 72255 5000
## permutational_ancova_surface_area$SSAGA_Income 7 63096 9014 4386
## Residuals 298 3186068 10692
## Pr(Prob)
## permutational_ancova_surface_area$Racial_identity 0.4138
## permutational_ancova_surface_area$Age_in_Yrs 0.1421
## permutational_ancova_surface_area$Gender <2e-16 ***
## permutational_ancova_surface_area$SSAGA_Educ 0.0012 **
## permutational_ancova_surface_area$SSAGA_Income 0.4694
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df R Sum Sq R Mean Sq Iter
## permutational_ancova_surface_area$Racial_identity 1 16026 16026 51
## permutational_ancova_surface_area$Age_in_Yrs 1 429 429 51
## permutational_ancova_surface_area$Gender 1 1730773 1730773 5000
## permutational_ancova_surface_area$SSAGA_Educ 1 105654 105654 2631
## permutational_ancova_surface_area$SSAGA_Income 7 302093 43156 938
## Residuals 298 14682578 49270
## Pr(Prob)
## permutational_ancova_surface_area$Racial_identity 1.00000
## permutational_ancova_surface_area$Age_in_Yrs 1.00000
## permutational_ancova_surface_area$Gender < 2e-16 ***
## permutational_ancova_surface_area$SSAGA_Educ 0.03687 *
## permutational_ancova_surface_area$SSAGA_Income 0.47015
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df R Sum Sq R Mean Sq Iter
## permutational_ancova_surface_area$Racial_identity 1 1081202 1081202 5000
## permutational_ancova_surface_area$Age_in_Yrs 1 110638 110638 1609
## permutational_ancova_surface_area$Gender 1 1848869 1848869 5000
## permutational_ancova_surface_area$SSAGA_Educ 1 9972 9972 68
## permutational_ancova_surface_area$SSAGA_Income 7 156611 22373 152
## Residuals 298 19644994 65923
## Pr(Prob)
## permutational_ancova_surface_area$Racial_identity < 2e-16 ***
## permutational_ancova_surface_area$Age_in_Yrs 0.05904 .
## permutational_ancova_surface_area$Gender < 2e-16 ***
## permutational_ancova_surface_area$SSAGA_Educ 0.60294
## permutational_ancova_surface_area$SSAGA_Income 1.00000
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df R Sum Sq R Mean Sq Iter
## permutational_ancova_surface_area$Racial_identity 1 63684 63684 5000
## permutational_ancova_surface_area$Age_in_Yrs 1 31407 31407 4303
## permutational_ancova_surface_area$Gender 1 316207 316207 5000
## permutational_ancova_surface_area$SSAGA_Educ 1 15587 15587 306
## permutational_ancova_surface_area$SSAGA_Income 7 138567 19795 5000
## Residuals 298 2704289 9075
## Pr(Prob)
## permutational_ancova_surface_area$Racial_identity 0.00200 **
## permutational_ancova_surface_area$Age_in_Yrs 0.02277 *
## permutational_ancova_surface_area$Gender < 2e-16 ***
## permutational_ancova_surface_area$SSAGA_Educ 0.24837
## permutational_ancova_surface_area$SSAGA_Income 0.01420 *
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df R Sum Sq R Mean Sq Iter
## permutational_ancova_surface_area$Racial_identity 1 6101 6101 51
## permutational_ancova_surface_area$Age_in_Yrs 1 44753 44753 51
## permutational_ancova_surface_area$Gender 1 1420781 1420781 5000
## permutational_ancova_surface_area$SSAGA_Educ 1 12652 12652 51
## permutational_ancova_surface_area$SSAGA_Income 7 715514 102216 1953
## Residuals 298 17797060 59722
## Pr(Prob)
## permutational_ancova_surface_area$Racial_identity 1.0000
## permutational_ancova_surface_area$Age_in_Yrs 1.0000
## permutational_ancova_surface_area$Gender <2e-16 ***
## permutational_ancova_surface_area$SSAGA_Educ 1.0000
## permutational_ancova_surface_area$SSAGA_Income 0.1065
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df R Sum Sq R Mean Sq Iter
## permutational_ancova_surface_area$Racial_identity 1 277395 277395 3631
## permutational_ancova_surface_area$Age_in_Yrs 1 13871 13871 51
## permutational_ancova_surface_area$Gender 1 2060392 2060392 5000
## permutational_ancova_surface_area$SSAGA_Educ 1 552 552 51
## permutational_ancova_surface_area$SSAGA_Income 7 70971 10139 170
## Residuals 298 18614226 62464
## Pr(Prob)
## permutational_ancova_surface_area$Racial_identity 0.02699 *
## permutational_ancova_surface_area$Age_in_Yrs 1.00000
## permutational_ancova_surface_area$Gender < 2e-16 ***
## permutational_ancova_surface_area$SSAGA_Educ 0.82353
## permutational_ancova_surface_area$SSAGA_Income 1.00000
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df R Sum Sq R Mean Sq Iter
## permutational_ancova_surface_area$Racial_identity 1 206646 206646 280
## permutational_ancova_surface_area$Age_in_Yrs 1 959481 959481 505
## permutational_ancova_surface_area$Gender 1 14804252 14804252 5000
## permutational_ancova_surface_area$SSAGA_Educ 1 16345 16345 83
## permutational_ancova_surface_area$SSAGA_Income 7 2279315 325616 5000
## Residuals 298 55030621 184667
## Pr(Prob)
## permutational_ancova_surface_area$Racial_identity 0.2643
## permutational_ancova_surface_area$Age_in_Yrs 0.1663
## permutational_ancova_surface_area$Gender <2e-16 ***
## permutational_ancova_surface_area$SSAGA_Educ 0.5542
## permutational_ancova_surface_area$SSAGA_Income 0.0482 *
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df R Sum Sq R Mean Sq Iter
## permutational_ancova_surface_area$Racial_identity 1 318236 318236 855
## permutational_ancova_surface_area$Age_in_Yrs 1 129053 129053 1804
## permutational_ancova_surface_area$Gender 1 1071920 1071920 5000
## permutational_ancova_surface_area$SSAGA_Educ 1 189725 189725 2301
## permutational_ancova_surface_area$SSAGA_Income 7 316122 45160 5000
## Residuals 298 14716216 49383
## Pr(Prob)
## permutational_ancova_surface_area$Racial_identity 0.10526
## permutational_ancova_surface_area$Age_in_Yrs 0.05266 .
## permutational_ancova_surface_area$Gender < 2e-16 ***
## permutational_ancova_surface_area$SSAGA_Educ 0.04172 *
## permutational_ancova_surface_area$SSAGA_Income 0.45100
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df R Sum Sq R Mean Sq Iter
## permutational_ancova_surface_area$Racial_identity 1 1522792 1522792 5000
## permutational_ancova_surface_area$Age_in_Yrs 1 484155 484155 51
## permutational_ancova_surface_area$Gender 1 22757178 22757178 5000
## permutational_ancova_surface_area$SSAGA_Educ 1 162277 162277 58
## permutational_ancova_surface_area$SSAGA_Income 7 1296700 185243 276
## Residuals 298 80730238 270907
## Pr(Prob)
## permutational_ancova_surface_area$Racial_identity 0.0038 **
## permutational_ancova_surface_area$Age_in_Yrs 0.9412
## permutational_ancova_surface_area$Gender <2e-16 ***
## permutational_ancova_surface_area$SSAGA_Educ 0.6379
## permutational_ancova_surface_area$SSAGA_Income 0.9565
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df R Sum Sq R Mean Sq Iter
## permutational_ancova_surface_area$Racial_identity 1 2706991 2706991 5000
## permutational_ancova_surface_area$Age_in_Yrs 1 1200671 1200671 3789
## permutational_ancova_surface_area$Gender 1 21960186 21960186 5000
## permutational_ancova_surface_area$SSAGA_Educ 1 646868 646868 98
## permutational_ancova_surface_area$SSAGA_Income 7 3690754 527251 5000
## Residuals 298 73712587 247358
## Pr(Prob)
## permutational_ancova_surface_area$Racial_identity < 2e-16 ***
## permutational_ancova_surface_area$Age_in_Yrs 0.02586 *
## permutational_ancova_surface_area$Gender < 2e-16 ***
## permutational_ancova_surface_area$SSAGA_Educ 0.51020
## permutational_ancova_surface_area$SSAGA_Income 0.05880 .
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df R Sum Sq R Mean Sq Iter
## permutational_ancova_surface_area$Racial_identity 1 61151 61151 3340
## permutational_ancova_surface_area$Age_in_Yrs 1 2688 2688 53
## permutational_ancova_surface_area$Gender 1 968102 968102 5000
## permutational_ancova_surface_area$SSAGA_Educ 1 6661 6661 51
## permutational_ancova_surface_area$SSAGA_Income 7 272641 38949 5000
## Residuals 298 5035076 16896
## Pr(Prob)
## permutational_ancova_surface_area$Racial_identity 0.02934 *
## permutational_ancova_surface_area$Age_in_Yrs 0.66038
## permutational_ancova_surface_area$Gender < 2e-16 ***
## permutational_ancova_surface_area$SSAGA_Educ 1.00000
## permutational_ancova_surface_area$SSAGA_Income 0.02320 *
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df R Sum Sq R Mean Sq Iter
## permutational_ancova_surface_area$Racial_identity 1 2789765 2789765 5000
## permutational_ancova_surface_area$Age_in_Yrs 1 1682155 1682155 104
## permutational_ancova_surface_area$Gender 1 39651108 39651108 5000
## permutational_ancova_surface_area$SSAGA_Educ 1 762384 762384 345
## permutational_ancova_surface_area$SSAGA_Income 7 5762181 823169 4477
## Residuals 298 175731672 589704
## Pr(Prob)
## permutational_ancova_surface_area$Racial_identity 0.0100 **
## permutational_ancova_surface_area$Age_in_Yrs 0.4904
## permutational_ancova_surface_area$Gender <2e-16 ***
## permutational_ancova_surface_area$SSAGA_Educ 0.2261
## permutational_ancova_surface_area$SSAGA_Income 0.1526
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df R Sum Sq R Mean Sq Iter
## permutational_ancova_surface_area$Racial_identity 1 5157659 5157659 5000
## permutational_ancova_surface_area$Age_in_Yrs 1 2083919 2083919 2702
## permutational_ancova_surface_area$Gender 1 52666307 52666307 5000
## permutational_ancova_surface_area$SSAGA_Educ 1 231406 231406 209
## permutational_ancova_surface_area$SSAGA_Income 7 5290564 755795 5000
## Residuals 298 187047253 627675
## Pr(Prob)
## permutational_ancova_surface_area$Racial_identity 0.0006 ***
## permutational_ancova_surface_area$Age_in_Yrs 0.0359 *
## permutational_ancova_surface_area$Gender <2e-16 ***
## permutational_ancova_surface_area$SSAGA_Educ 0.3254
## permutational_ancova_surface_area$SSAGA_Income 0.3086
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df R Sum Sq R Mean Sq Iter
## permutational_ancova_surface_area$Racial_identity 1 6769231 6769231 5000
## permutational_ancova_surface_area$Age_in_Yrs 1 602856 602856 218
## permutational_ancova_surface_area$Gender 1 21413741 21413741 5000
## permutational_ancova_surface_area$SSAGA_Educ 1 1082943 1082943 2208
## permutational_ancova_surface_area$SSAGA_Income 7 5315267 759324 5000
## Residuals 298 113858727 382076
## Pr(Prob)
## permutational_ancova_surface_area$Racial_identity < 2e-16 ***
## permutational_ancova_surface_area$Age_in_Yrs 0.31651
## permutational_ancova_surface_area$Gender < 2e-16 ***
## permutational_ancova_surface_area$SSAGA_Educ 0.04348 *
## permutational_ancova_surface_area$SSAGA_Income 0.05840 .
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df R Sum Sq R Mean Sq Iter
## permutational_ancova_surface_area$Racial_identity 1 74419 74419 85
## permutational_ancova_surface_area$Age_in_Yrs 1 1070897 1070897 5000
## permutational_ancova_surface_area$Gender 1 9452662 9452662 5000
## permutational_ancova_surface_area$SSAGA_Educ 1 280287 280287 51
## permutational_ancova_surface_area$SSAGA_Income 7 2657778 379683 5000
## Residuals 298 43485684 145925
## Pr(Prob)
## permutational_ancova_surface_area$Racial_identity 0.5412
## permutational_ancova_surface_area$Age_in_Yrs 0.0114 *
## permutational_ancova_surface_area$Gender <2e-16 ***
## permutational_ancova_surface_area$SSAGA_Educ 0.8235
## permutational_ancova_surface_area$SSAGA_Income 0.0004 ***
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df R Sum Sq R Mean Sq Iter
## permutational_ancova_surface_area$Racial_identity 1 246341 246341 709
## permutational_ancova_surface_area$Age_in_Yrs 1 133242 133242 84
## permutational_ancova_surface_area$Gender 1 18065364 18065364 5000
## permutational_ancova_surface_area$SSAGA_Educ 1 996912 996912 5000
## permutational_ancova_surface_area$SSAGA_Income 7 4398524 628361 5000
## Residuals 298 79690253 267417
## Pr(Prob)
## permutational_ancova_surface_area$Racial_identity 0.1241
## permutational_ancova_surface_area$Age_in_Yrs 0.5476
## permutational_ancova_surface_area$Gender <2e-16 ***
## permutational_ancova_surface_area$SSAGA_Educ 0.0124 *
## permutational_ancova_surface_area$SSAGA_Income 0.0002 ***
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df R Sum Sq R Mean Sq Iter
## permutational_ancova_surface_area$Racial_identity 1 24297 24297 5000
## permutational_ancova_surface_area$Age_in_Yrs 1 1843 1843 384
## permutational_ancova_surface_area$Gender 1 54452 54452 5000
## permutational_ancova_surface_area$SSAGA_Educ 1 545 545 83
## permutational_ancova_surface_area$SSAGA_Income 7 16126 2304 5000
## Residuals 298 539471 1810
## Pr(Prob)
## permutational_ancova_surface_area$Racial_identity <2e-16 ***
## permutational_ancova_surface_area$Age_in_Yrs 0.2083
## permutational_ancova_surface_area$Gender <2e-16 ***
## permutational_ancova_surface_area$SSAGA_Educ 0.5542
## permutational_ancova_surface_area$SSAGA_Income 0.2076
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df R Sum Sq R Mean Sq Iter
## permutational_ancova_surface_area$Racial_identity 1 7704 7704 2983
## permutational_ancova_surface_area$Age_in_Yrs 1 2228 2228 584
## permutational_ancova_surface_area$Gender 1 77939 77939 5000
## permutational_ancova_surface_area$SSAGA_Educ 1 13322 13322 2120
## permutational_ancova_surface_area$SSAGA_Income 7 33931 4847 5000
## Residuals 298 958996 3218
## Pr(Prob)
## permutational_ancova_surface_area$Racial_identity 0.03252 *
## permutational_ancova_surface_area$Age_in_Yrs 0.14726
## permutational_ancova_surface_area$Gender < 2e-16 ***
## permutational_ancova_surface_area$SSAGA_Educ 0.04528 *
## permutational_ancova_surface_area$SSAGA_Income 0.23880
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df R Sum Sq R Mean Sq Iter
## permutational_ancova_surface_area$Racial_identity 1 139 139 51
## permutational_ancova_surface_area$Age_in_Yrs 1 35 35 51
## permutational_ancova_surface_area$Gender 1 101930 101930 5000
## permutational_ancova_surface_area$SSAGA_Educ 1 2827 2827 51
## permutational_ancova_surface_area$SSAGA_Income 7 36040 5149 3195
## Residuals 298 890800 2989
## Pr(Prob)
## permutational_ancova_surface_area$Racial_identity 1.00000
## permutational_ancova_surface_area$Age_in_Yrs 1.00000
## permutational_ancova_surface_area$Gender < 2e-16 ***
## permutational_ancova_surface_area$SSAGA_Educ 1.00000
## permutational_ancova_surface_area$SSAGA_Income 0.07731 .
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Component 1 :
## Df R Sum Sq R Mean Sq Iter
## permutational_ancova_surface_area$Racial_identity 1 165132 165132 284
## permutational_ancova_surface_area$Age_in_Yrs 1 7425 7425 150
## permutational_ancova_surface_area$Gender 1 6397795 6397795 5000
## permutational_ancova_surface_area$SSAGA_Educ 1 80713 80713 365
## permutational_ancova_surface_area$SSAGA_Income 7 1222124 174589 5000
## Residuals 298 19289111 64729
## Pr(Prob)
## permutational_ancova_surface_area$Racial_identity 0.2606
## permutational_ancova_surface_area$Age_in_Yrs 0.4000
## permutational_ancova_surface_area$Gender <2e-16 ***
## permutational_ancova_surface_area$SSAGA_Educ 0.2164
## permutational_ancova_surface_area$SSAGA_Income 0.0072 **
## Residuals
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Extraction of p-values of the permutational analysis (permutational_ancova_surface_area_adjage_educ_income[,c("columns with surface area data")]
set.seed(1234)
pvalues_modpermut_surface_area_adjage_gender_educ_income <- sapply(permutational_ancova_surface_area[,6:73], function(x) aovp(x ~ permutational_ancova_surface_area$Racial_identity+ permutational_ancova_surface_area$Age_in_Yrs+ permutational_ancova_surface_area$Gender+ permutational_ancova_surface_area$SSAGA_Educ+ permutational_ancova_surface_area$SSAGA_Income)$perm$P)## [1] "Settings: unique SS : numeric variables centered"
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## Conversion of p-values in a data frame format
pvalues_permutation_multiple_comparisons_surface_area <- as.data.frame(pvalues_modpermut_surface_area_adjage_gender_educ_income) %>% slice(2)
pvalues_permutation_multiple_comparisons_surface_area <-pvalues_permutation_multiple_comparisons_surface_area%>% gather(key = "surface_area", value = "permutation_pvalue")
## Execution of Holm-Bonferroni multiple comparison analysis
pvalues_permutation_multiple_comparisons_surface_area$Holm =p.adjust(pvalues_permutation_multiple_comparisons_surface_area$permutation_pvalue,method ="holm")| Brain surface regions | permutation p-values | Holm |
|---|---|---|
| L_Bankssts_Area | 0.9215686 | 1.0000000 |
| L_Caudalanteriorcingulate_Area | 0.3657143 | 1.0000000 |
| L_Caudalmiddlefrontal_Area | 0.0288830 | 1.0000000 |
| L_Cuneus_Area | 0.0000000 | 0.0000000 |
| L_Entorhinal_Area | 0.0006000 | 0.0294000 |
| L_Fusiform_Area | 0.0509657 | 1.0000000 |
| L_Inferiorparietal_Area | 1.0000000 | 1.0000000 |
| L_Inferiortemporal_Area | 0.0000000 | 0.0000000 |
| L_Isthmuscingulate_Area | 0.5833333 | 1.0000000 |
| L_Lateraloccipital_Area | 0.0000000 | 0.0000000 |
| L_Lateralorbitofrontal_Area | 0.0000000 | 0.0000000 |
| L_Lingual_Area | 0.0000000 | 0.0000000 |
| L_Medialorbitofrontal_Area | 0.2661871 | 1.0000000 |
| L_Middletemporal_Area | 0.0000000 | 0.0000000 |
| L_Parahippocampal_Area | 0.8627451 | 1.0000000 |
| L_Paracentral_Area | 1.0000000 | 1.0000000 |
| L_Parsopercularis_Area | 0.0000000 | 0.0000000 |
| L_Parsorbitalis_Area | 0.0176000 | 0.7040000 |
| L_Parstriangularis_Area | 1.0000000 | 1.0000000 |
| L_Pericalcarine_Area | 0.0000000 | 0.0000000 |
| L_Postcentral_Area | 0.0501044 | 1.0000000 |
| L_Posteriorcingulate_Area | 0.2834646 | 1.0000000 |
| L_Precentral_Area | 0.0692194 | 1.0000000 |
| L_Precuneus_Area | 0.0000000 | 0.0000000 |
| L_Rostralanteriorcingulate_Area | 0.1631068 | 1.0000000 |
| L_Rostralmiddlefrontal_Area | 0.1181939 | 1.0000000 |
| L_Superiorfrontal_Area | 0.0030000 | 0.1350000 |
| L_Superiorparietal_Area | 0.0102000 | 0.4200000 |
| L_Superiortemporal_Area | 0.1407767 | 1.0000000 |
| L_Supramarginal_Area | 0.1145431 | 1.0000000 |
| L_Frontalpole_Area | 1.0000000 | 1.0000000 |
| L_Temporalpole_Area | 0.1711340 | 1.0000000 |
| L_Transversetemporal_Area | 1.0000000 | 1.0000000 |
| L_Insula_Area | 0.0272981 | 1.0000000 |
| R_Bankssts_Area | 0.0998902 | 1.0000000 |
| R_Caudalanteriorcingulate_Area | 0.0601408 | 1.0000000 |
| R_Caudalmiddlefrontal_Area | 0.0000000 | 0.0000000 |
| R_Cuneus_Area | 0.0000000 | 0.0000000 |
| R_Entorhinal_Area | 0.5833333 | 1.0000000 |
| R_Fusiform_Area | 0.0000000 | 0.0000000 |
| R_Inferiorparietal_Area | 0.1822222 | 1.0000000 |
| R_Inferiortemporal_Area | 0.0000000 | 0.0000000 |
| R_Isthmuscingulate_Area | 0.1465077 | 1.0000000 |
| R_Lateraloccipital_Area | 0.0000000 | 0.0000000 |
| R_Lateralorbitofrontal_Area | 0.0252512 | 0.9847977 |
| R_Lingual_Area | 0.0022000 | 0.1012000 |
| R_Medialorbitofrontal_Area | 0.0054000 | 0.2322000 |
| R_Middletemporal_Area | 0.0000000 | 0.0000000 |
| R_Parahippocampal_Area | 0.4137931 | 1.0000000 |
| R_Paracentral_Area | 1.0000000 | 1.0000000 |
| R_Parsopercularis_Area | 0.0000000 | 0.0000000 |
| R_Parsorbitalis_Area | 0.0020000 | 0.0940000 |
| R_Parstriangularis_Area | 1.0000000 | 1.0000000 |
| R_Pericalcarine_Area | 0.0269898 | 1.0000000 |
| R_Postcentral_Area | 0.2642857 | 1.0000000 |
| R_Posteriorcingulate_Area | 0.1052632 | 1.0000000 |
| R_Precentral_Area | 0.0038000 | 0.1672000 |
| R_Precuneus_Area | 0.0000000 | 0.0000000 |
| R_Rostralanteriorcingulate_Area | 0.0293413 | 1.0000000 |
| R_Rostralmiddlefrontal_Area | 0.0100000 | 0.4200000 |
| R_Superiorfrontal_Area | 0.0006000 | 0.0294000 |
| R_Superiorparietal_Area | 0.0000000 | 0.0000000 |
| R_Superiortemporal_Area | 0.5411765 | 1.0000000 |
| R_Supramarginal_Area | 0.1241185 | 1.0000000 |
| R_Frontalpole_Area | 0.0000000 | 0.0000000 |
| R_Temporalpole_Area | 0.0325176 | 1.0000000 |
| R_Transversetemporal_Area | 1.0000000 | 1.0000000 |
| R_Insula_Area | 0.2605634 | 1.0000000 |
## Warning: `fun.y` is deprecated. Use `fun` instead.
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